a

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text

iris/tvae/df/0/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.008459230208877,3.2525180851027593,1.2626920053535489,0.1630535116325068,Iris-setosa
+1,5.930344344270636,3.1223882540004313,4.542172172235909,1.35490642995066,Iris-versicolor
+2,6.989092188397959,2.84261962425627,5.777248361785942,1.8430543672154667,Iris-virginica
+3,6.165926267823607,2.457618790602235,3.5525511010798674,1.1058850268663103,Iris-versicolor
+4,5.238445067073535,3.800648266647386,1.873607213213787,0.6164749440133064,Iris-setosa
+5,5.161305833163918,2.635907178591481,3.8097034578338254,1.3914424187378676,Iris-versicolor
+6,4.912713608582683,3.9610277152383864,1.3843149614906363,0.24315388100156965,Iris-setosa
+7,5.954636482046265,2.5790320983932733,4.427677203930218,1.3502049086735528,Iris-versicolor
+8,5.0896309802431805,2.3287209924242354,3.942728441147552,1.293736113532138,Iris-versicolor
+9,5.052719358690383,3.6131891176023294,1.5820748722922453,0.3293338776108921,Iris-setosa
+10,4.808082041012626,2.927739569414482,1.2478048939515385,1.4021002093074906,Iris-versicolor
+11,6.9534630847076215,3.184962894702444,6.0768718886166315,1.737707618265513,Iris-virginica
+12,4.858120696289827,3.27989792108772,1.1917203191071657,0.16880421351207753,Iris-setosa
+13,4.707601394443692,4.023287224837759,1.3282583064641584,0.12197958340991749,Iris-setosa
+14,5.171541690907102,3.78260083235769,1.3172494918837387,0.1656661253068158,Iris-setosa
+15,5.151295113928248,3.2390770074893513,1.2604403693737722,0.29100791920758096,Iris-setosa
+16,4.9286236908355185,2.452986040367719,0.9780226638871551,0.10347771477495021,Iris-setosa
+17,6.431295784511027,2.735515880049056,5.136118441951447,1.8057658261864762,Iris-virginica
+18,4.814743829015185,3.236035237260996,1.381099551293386,0.13426121841180386,Iris-setosa
+19,4.9347644044836585,3.267158076444909,1.5222183207176643,0.3674209894303964,Iris-setosa
+20,4.403398867871423,3.0397031355919037,1.253549215401012,0.14005136257152231,Iris-setosa
+21,5.187903370098536,2.5711095801158654,3.3230472762307994,1.0501817826697164,Iris-versicolor
+22,6.485787805630225,3.450536711215281,5.961708063638104,2.3348063516598705,Iris-virginica
+23,5.624006735155168,2.9356384720413975,4.271476363558358,1.4327909274443626,Iris-versicolor
+24,4.610986113360524,2.887434341658426,1.0793916242813344,0.24967526132669748,Iris-setosa
+25,6.618596902137015,3.17819730893264,5.67187069758359,2.0643072208502184,Iris-virginica
+26,4.739137057096177,2.8928098582424453,1.2717029175356116,0.23206620137017553,Iris-setosa
+27,6.550013331166514,2.8182463417294783,5.881044267285776,1.6091741008037008,Iris-virginica
+28,6.479511845066541,3.121596010486029,4.745190431233654,1.7754610964612603,Iris-virginica
+29,5.959161399074379,2.7226809866346113,4.33926883033191,1.2695364475158435,Iris-versicolor
+30,4.981554776608152,3.2041922580334705,1.4550046868872235,0.20156474119213585,Iris-setosa
+31,4.662530783638025,2.7947590866368457,1.1033020881173994,0.2255230336950026,Iris-setosa
+32,5.297477006439431,2.4737058898550073,3.9686442710503824,1.0746204604492058,Iris-versicolor
+33,4.687516380631858,2.9016956166424013,1.188890497753773,0.19771413712008262,Iris-setosa
+34,4.789785439879692,3.3753563949502343,1.1103763955953174,0.2437269012952032,Iris-setosa
+35,6.538913829339526,2.676597654604191,5.315560915607391,1.4006667746150527,Iris-virginica
+36,5.7479323231356165,2.525851719972048,3.6650772261037075,1.3953797957336214,Iris-versicolor
+37,6.267494865200885,2.738949441363173,4.36999767791676,1.310657770362344,Iris-versicolor
+38,5.989557236252597,2.9448225373386467,4.456913299035867,1.5042832695408106,Iris-versicolor
+39,4.465978074786836,3.400838124042976,1.4579221850487898,0.2028592259672443,Iris-setosa
+40,6.7494498028197265,2.7401909389021077,6.022577934744849,1.764258711676986,Iris-virginica
+41,4.8942437850317875,3.5539237460116517,1.4100704510849504,0.20310687663542762,Iris-setosa
+42,5.8598338092142,2.995947713868536,4.644728904406437,1.687292189075738,Iris-versicolor
+43,5.276816722764994,3.3604144030656062,1.324333466472935,0.2549917954998763,Iris-setosa
+44,5.555408458007689,2.641234746073665,4.150299108528656,1.478217416896806,Iris-versicolor
+45,4.942343863538595,3.50169105239738,1.4021327798400394,0.24310670236608753,Iris-setosa
+46,5.745702098680303,3.14846580197936,5.050419767995724,2.1824346352510737,Iris-virginica
+47,6.900119194535451,3.3160579640610943,5.700204097520989,2.032253026916452,Iris-virginica
+48,4.949615771719061,4.058163423477816,1.6728956027566784,0.2816099884152041,Iris-setosa
+49,6.42669986511745,3.132488860406284,5.268075842677302,1.5765826754326335,Iris-virginica
+50,6.259222360388765,2.9791099485956662,4.768312261411149,1.6666966170081166,Iris-versicolor
+51,6.210250682252232,2.991441995351486,4.766758401683608,1.9826772218940396,Iris-virginica
+52,6.624862783423319,3.3282366272660804,5.871631165423325,2.293664416437367,Iris-virginica
+53,6.360234635072255,3.1093282082012696,5.140153239903649,1.6394470251636257,Iris-virginica
+54,4.956558793594653,3.346240804900507,1.3439831110903184,0.2183999035765724,Iris-setosa
+55,6.392124108919493,2.6922286455692634,5.0023392387276395,1.8130730736576126,Iris-virginica
+56,6.133106799819489,2.801282139586004,4.73468273639198,1.6310958513942724,Iris-virginica
+57,6.665436671168912,2.964697963290319,4.940069719782131,1.5394815553616894,Iris-versicolor
+58,7.259103600420817,3.402025477466097,6.128167075392543,2.1158453814867917,Iris-virginica
+59,5.741783402437738,2.7292551890241805,4.292310399252721,1.365439357158699,Iris-versicolor
+60,6.377210327367795,3.425310710715669,5.555318142767369,2.3894037734168245,Iris-virginica
+61,5.720159758063061,2.549219867692545,3.7425218575823713,1.1797079345228478,Iris-versicolor
+62,6.42235026370467,3.1707520991655755,5.468573963234491,1.832377390067732,Iris-virginica
+63,5.821927762458582,2.904538338062204,4.813044922298178,1.3916371196131148,Iris-versicolor
+64,4.785961453377437,3.211192922248372,1.4360748721769567,0.17689967509445148,Iris-setosa
+65,4.549594148753628,2.745845775918716,1.1670068559832765,0.19565285644957386,Iris-setosa
+66,4.90730980124661,3.538572119307657,1.6490728257496274,0.5504396416725621,Iris-setosa
+67,6.101941254014116,2.8258394656744894,3.9768027205933274,1.3045654195728147,Iris-versicolor
+68,5.910301671616871,3.3139077983250678,4.287620462389594,1.3578897290692855,Iris-versicolor
+69,6.252448201145568,2.9942363240348007,4.855210116806937,2.1288026890777827,Iris-virginica
+70,6.5083563467865195,2.71343154418765,5.384438793207593,2.051600231006289,Iris-virginica
+71,5.045064314383832,3.3788923872755205,1.489017026516894,0.40740530911620265,Iris-setosa
+72,5.071078853287968,3.1909800007291493,1.4820366158732237,0.13399501291293303,Iris-setosa
+73,5.6836227486938675,2.968139635573311,4.2263760979260585,1.2156116029333819,Iris-versicolor
+74,6.046255974687205,2.658308735921197,4.415245954710521,1.3924250647821297,Iris-versicolor
+75,4.954745890842343,3.4174978511296907,1.57329880995812,0.30472903761380143,Iris-setosa
+76,5.216155814865623,2.437989904914341,3.7543514976825025,1.2647323181267447,Iris-versicolor
+77,6.600607531648157,3.4172213143176395,5.538130311019953,2.5384892064394284,Iris-virginica
+78,4.804022216782325,2.9860717389102343,1.3022068687062156,0.08908419298696366,Iris-setosa
+79,6.02413161509404,3.029249304400649,5.070170782945949,1.9227241722454225,Iris-virginica
+80,6.090555902967643,2.9403328215162157,4.910973365050928,1.9758564465257389,Iris-virginica
+81,7.404965666761707,3.263653232731537,6.143745827642029,2.1934655558592335,Iris-virginica
+82,5.054040216414886,3.264685760993926,1.1708267812690833,0.26730626272112407,Iris-setosa
+83,6.682378837708608,3.1025769141020105,5.466340911969899,1.8892221605784776,Iris-virginica
+84,6.297311324038031,2.7216485891606585,4.354878082334241,1.238552798916905,Iris-versicolor
+85,6.265687787970801,3.30475841674649,4.268329164871822,1.4712601288972604,Iris-versicolor
+86,6.436287019650051,3.2684793531777667,4.525982560602315,1.497770943323197,Iris-versicolor
+87,4.872085857390984,3.09252506092095,1.2987234362085536,0.19247580768479627,Iris-setosa
+88,6.481003975253609,3.044648356663158,4.603892792560272,1.3644961429728304,Iris-versicolor
+89,5.082910360799352,3.280261677047088,1.5702578005528354,0.44553695194412496,Iris-setosa
+90,5.0600532462811225,3.33383767701479,1.6775306417417557,0.4486039420125736,Iris-setosa
+91,5.172482105873147,3.257878894590771,1.3863545156250836,0.13145615118322876,Iris-setosa
+92,6.304561314189633,2.961054173626285,5.205062750897456,2.1477308014580165,Iris-virginica
+93,4.827247716122558,2.9857177339643015,1.1672178565950826,0.2568469771317931,Iris-setosa
+94,5.570202313506216,2.7837595173596585,3.9211380510890965,1.2342164396556208,Iris-versicolor
+95,5.65200453957457,2.477677047005007,4.403424036539195,1.3065814719435336,Iris-versicolor
+96,5.993525897009898,3.276497368263141,4.947374695974785,1.7047812485038951,Iris-versicolor
+97,4.911156628947893,3.012333667996537,4.5995181399867775,1.1956273055568225,Iris-versicolor
+98,6.8335124017806645,2.90898413118521,5.915270731072653,1.881899373528896,Iris-virginica
+99,6.933441332529714,2.969412988794128,5.870213564543352,2.0093559736993845,Iris-virginica
+100,5.123576703984296,3.2387665253833293,1.2702518329181813,0.20101623127021878,Iris-setosa
+101,4.835391441481573,2.38263023162019,3.442636244967104,1.2233687400269442,Iris-versicolor
+102,4.719842528153123,3.6496165526629465,1.6210491324392355,0.2815022219604046,Iris-setosa
+103,5.0945877420187085,3.7180378565810335,1.8288149914860494,0.6155060051825371,Iris-setosa
+104,5.66901587553977,2.7906705531861538,3.5153289104091474,1.0977910117644378,Iris-versicolor
+105,5.392102441550644,2.5142378242507073,3.238984914345582,1.1932667185845356,Iris-versicolor
+106,6.113638470499352,2.8518374907191157,5.030679426646052,1.3789643021251003,Iris-versicolor
+107,5.888563537546862,2.630167616874773,5.155037846892373,2.189742926169005,Iris-virginica
+108,4.950625517170717,3.079329815069446,1.3433334149188214,0.1675427775237991,Iris-setosa
+109,7.05372860364351,3.170197443113284,5.436671510570145,1.6622264462733818,Iris-virginica
+110,5.323152501688517,3.1805194263085044,1.4791914629793228,0.5637001202473289,Iris-setosa
+111,6.507692890762492,2.826579941112879,5.280700778616875,1.6810413429746183,Iris-virginica
+112,6.195814303452768,2.564809989261064,5.460432701959697,1.8317452668122862,Iris-virginica
+113,5.377228990239292,3.489842509445612,1.5758175617154155,0.28113524193600103,Iris-setosa
+114,6.7785236891115135,2.754708093395714,5.093805105868937,1.431860919498855,Iris-versicolor
+115,6.138419478359916,2.9815535475370174,4.480965976991355,1.371704363134507,Iris-versicolor
+116,6.557078897395054,3.117884723054932,5.187131050686024,1.8798937985691908,Iris-virginica
+117,6.450493856429982,3.008370837245593,5.051320263294457,1.662847712367683,Iris-versicolor
+118,5.736506580338234,2.760016067522864,4.557204204514432,1.3634854491653097,Iris-versicolor
+119,6.67658516875013,2.756826015322617,5.815114103828852,1.6120307025161429,Iris-virginica
+120,4.98641699930538,3.773726547737975,1.7119213864602913,0.3171641037845264,Iris-setosa
+121,4.999110962239824,3.5811747101670397,1.4352985924763044,0.10353782593364941,Iris-setosa
+122,4.903659411297495,3.47613696155029,1.0959569174573034,0.19551668470077405,Iris-setosa
+123,5.140116048326716,3.844848538876244,1.6827932103702212,0.3848054830439126,Iris-setosa
+124,6.038761207986901,2.944487258892058,5.036296178547917,2.1058141740252436,Iris-virginica
+125,5.524325082567501,2.6819764293623805,4.187551791952609,1.3095402294953333,Iris-versicolor
+126,6.85903540108208,3.1553269134175186,6.02366586269475,1.8235042498019391,Iris-virginica
+127,5.834490263762612,2.6467796734441587,3.5165007627730933,1.1737466507956393,Iris-versicolor
+128,6.034213209552636,2.460123888579667,4.884981033005371,1.9565908723952188,Iris-virginica
+129,6.205046934264596,3.4713772392813125,5.31894471381348,2.2607266040921594,Iris-virginica
+130,6.961995807829122,2.9115164962989346,5.860634935990713,1.6187224154506266,Iris-virginica
+131,6.30604097144711,3.2105569837916947,4.403242570323941,1.4612463023550122,Iris-versicolor
+132,5.5068967395629445,2.530667270208253,4.196328650538514,1.097276591363558,Iris-versicolor
+133,4.884642675146087,3.7180863545164593,1.4734987245242548,0.22578854127243894,Iris-setosa
+134,5.642126012476574,2.9355244229745283,4.928082539112732,1.7126539722455967,Iris-virginica
+135,7.149042357142988,3.0789276925216735,4.7385835748460226,1.4050597529712392,Iris-versicolor
+136,5.108067871645914,2.4854093070875836,3.79081497589008,1.2089700026255417,Iris-versicolor
+137,4.639291749778104,3.377163930943604,1.3047764437590539,0.2035040755313951,Iris-setosa
+138,6.715517999361522,3.336148177561131,5.890253573136594,2.3761410203963615,Iris-virginica
+139,4.60701093196103,3.240767267895734,1.3602441065339852,0.07643343875492492,Iris-setosa
+140,5.341237951007138,4.135416037773204,1.4307758337276446,0.4126880000260149,Iris-setosa
+141,6.224165595187214,3.0564120733995734,4.499037484799894,1.6359224934179484,Iris-versicolor
+142,5.631142949588136,3.056490916080065,4.052973611483502,1.2341092294911964,Iris-versicolor
+143,4.86326691969488,3.2175731578852584,1.4417245889940276,0.1820785920920905,Iris-setosa
+144,7.559384759148028,3.133844450569379,6.225034021882056,2.1855919963536423,Iris-virginica
+145,4.6695650405271705,3.290270454431253,1.3753967808579761,0.2252630805665329,Iris-setosa
+146,6.140382624770458,3.305130464949425,5.914969790068113,2.440729709211225,Iris-virginica
+147,6.747869179760085,3.180350180153385,4.385141645021525,1.4041473142874143,Iris-versicolor
+148,5.765066106411216,3.190425779729577,5.276548700450815,2.3003836931141217,Iris-virginica
+149,4.948181637443595,3.599989560820708,1.5726888236314744,0.37977977882061276,Iris-setosa

iris/tvae/df/0/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/1/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.30523724537809,3.6184471740674056,1.8123696661360746,0.221694277327279,Iris-setosa
+1,6.273237934443836,2.584476760969308,4.394081299214404,1.5383645636522436,Iris-versicolor
+2,4.690709856533573,3.2274084313326044,1.3130545544180643,0.2505149761581626,Iris-setosa
+3,5.736242485563974,3.1927485604204366,5.301700308211473,1.7533277039544286,Iris-virginica
+4,5.1736047408087185,3.6263966959742215,1.472176250545403,0.27332492734562736,Iris-setosa
+5,7.110796667819685,3.5704781057250803,6.770170493604756,1.9984876215406184,Iris-virginica
+6,5.048603765870575,3.057429523775233,1.2962621996666346,0.1310501914223931,Iris-setosa
+7,4.742422124521163,2.901557427840458,1.025481983874596,0.18164160546071279,Iris-setosa
+8,6.186678555636314,3.0586177752086043,4.921846526123288,1.5369320381948066,Iris-versicolor
+9,6.122174022113965,2.8850414977209042,4.549304164570174,1.4752989230949782,Iris-versicolor
+10,5.8406192066187455,2.652214080153123,4.35356920926924,1.2565125190641462,Iris-versicolor
+11,5.796406053363144,3.0009809212910783,4.692756564968288,1.4225352404209608,Iris-versicolor
+12,5.717877850389312,2.99169675076862,4.750615186120971,1.52805264793944,Iris-versicolor
+13,6.761050799382612,2.9301525593592337,5.459637240577498,1.7922088218608705,Iris-virginica
+14,5.845008858243164,2.4431703218086005,4.737111393365045,1.1935274517368823,Iris-versicolor
+15,4.866241970353467,3.529928666273807,1.6235291170050534,0.38764854641721735,Iris-setosa
+16,4.974830788278456,3.5262229353871293,1.5221025702796818,0.19076428357875425,Iris-setosa
+17,6.030504241224299,3.1480670455177373,5.086734560435413,2.1914057792523787,Iris-virginica
+18,5.673007695004188,2.9583667959216045,3.5794033087507495,1.1735680413907579,Iris-versicolor
+19,6.055555987916677,2.6912669460064715,4.84418789879794,2.027112211056443,Iris-virginica
+20,6.272739418163114,2.757738899481637,5.22142709169285,1.7192692242251235,Iris-virginica
+21,7.134750261409088,2.9770631941546513,5.905895629530693,2.04232015238578,Iris-virginica
+22,5.217863526037013,3.0662189209020783,4.026553551516408,1.1583901462838706,Iris-versicolor
+23,6.181213427558774,3.0071120698662837,4.462869936061791,1.6696328609609907,Iris-versicolor
+24,6.565027856174687,3.0776073688212913,4.832755291589211,1.42050504142938,Iris-versicolor
+25,4.806740816824809,3.0016902499545584,1.4869437680831445,0.23525064559901288,Iris-setosa
+26,6.51104859379189,3.2066635773118097,5.345195166916455,1.6973725864021958,Iris-virginica
+27,6.259716931394038,2.9081296002262222,5.433025704312094,1.5561498070362514,Iris-virginica
+28,4.964951465385053,3.5284607146218576,1.4139425045983098,0.2235388623204237,Iris-setosa
+29,5.67586217543238,3.7991902771258776,1.6627082906430637,0.19183756814130198,Iris-setosa
+30,6.295838210958187,2.909409865651296,5.424432434321647,2.2145146186720805,Iris-virginica
+31,5.964817265539578,3.0505446510382863,4.7948996041441445,1.375044936262058,Iris-versicolor
+32,4.829565609464666,3.77283817581214,1.4591413954908157,0.25645521814892863,Iris-setosa
+33,6.3173022604107745,3.1943465327782326,4.828544931905813,1.5895738352117808,Iris-versicolor
+34,6.041608852233058,2.7215371016908554,4.421697701145941,1.3720679837114969,Iris-versicolor
+35,5.56044282985727,3.556053591339254,1.3487612873547021,0.32342223001777004,Iris-setosa
+36,5.6125669229321415,2.9938438149646807,3.9562861470959216,1.5271894840940268,Iris-versicolor
+37,6.447896221547304,3.052791167976762,4.166328811632248,1.5560572117889122,Iris-versicolor
+38,6.604463287317584,2.9786662761078886,4.761226966284799,1.8813815852124063,Iris-virginica
+39,5.813033236782238,3.8393928872014165,1.295543390185031,0.36302565706576045,Iris-setosa
+40,4.479796095554186,3.592042550753769,1.3405785919246833,0.2057356143859861,Iris-setosa
+41,5.915174599717446,3.044761258431149,4.7649567076054975,1.500742131968423,Iris-versicolor
+42,5.00319084698374,3.99808038162355,1.519255882553698,0.2365042769578789,Iris-setosa
+43,4.978826768110385,2.562571965759932,3.5081925694112397,1.0523578792461492,Iris-versicolor
+44,7.562734379168443,3.2652147849924034,6.3476733659715805,1.862447631268571,Iris-virginica
+45,4.90990631443813,3.2216978449664957,1.562246795566506,0.4305118014062697,Iris-setosa
+46,5.1725200982543225,3.8648264861276447,1.5905983771364336,0.3543847703257942,Iris-setosa
+47,7.344607395290759,3.1760886172342704,5.981618827995438,2.048363421231709,Iris-virginica
+48,5.2856901441776385,3.5937276774404605,1.49994925150242,0.1887863029295045,Iris-setosa
+49,6.3937267855463835,3.2858713628151976,4.419338755174995,1.49710352300619,Iris-versicolor
+50,6.3794565176125015,2.9549801077943814,4.976429418219746,1.3382482138426446,Iris-versicolor
+51,4.9461499819254,3.4180221215533817,1.5396514544761433,0.2592517942471484,Iris-setosa
+52,5.96905866842629,2.916024652481261,5.0772329044865865,1.9449584878981376,Iris-virginica
+53,5.651762919959108,4.150585530650617,1.5424496592905486,0.28017985018787456,Iris-setosa
+54,5.7516033507567474,2.3282441113307137,3.919446830964758,1.1243800560789652,Iris-versicolor
+55,5.675212700116224,2.3719214509658264,3.970747796330998,1.2819276862692548,Iris-versicolor
+56,6.15134442123492,2.555245655805293,5.031032895530128,1.8585977936182354,Iris-virginica
+57,6.882786088715214,2.906342428492563,5.722046881839696,2.259321488033311,Iris-virginica
+58,4.9186385990248125,2.8596411981320724,1.3468601351301595,0.26185118126682605,Iris-setosa
+59,4.576744474434918,3.2384800972091856,1.1350566312008448,0.19860552277410243,Iris-setosa
+60,4.926666725170537,3.525136460175731,1.353039909632046,0.3058275193521871,Iris-setosa
+61,7.293260143651817,2.843125610107726,5.0733501880037215,1.5973451349880994,Iris-versicolor
+62,6.232370355698368,3.064245675278939,4.737459318817169,1.8866233948318551,Iris-virginica
+63,6.488870246560972,2.9889578238280237,5.49156371321625,2.0999962456442844,Iris-virginica
+64,5.999573215431575,2.727127286012606,4.358339213518789,1.484844998712519,Iris-versicolor
+65,6.666443242418811,3.2933311391809577,5.773996795347825,2.0987856487259164,Iris-virginica
+66,5.371596956440957,2.6324110992187575,3.7765033305990983,1.046644644509159,Iris-versicolor
+67,4.609314446752363,2.912033962271897,1.1508643384244173,0.2622099812901162,Iris-setosa
+68,6.425029161737993,3.233819510527003,4.411328991734356,1.3787895415152072,Iris-versicolor
+69,6.310769355238669,2.9869786513547854,4.362346540098658,1.4787626020663185,Iris-versicolor
+70,5.646852375742532,3.3226654402916345,4.536525468396343,1.6314564792441468,Iris-versicolor
+71,5.940403585245736,3.087524632212159,4.752781284826969,1.772993130358509,Iris-virginica
+72,4.793835281646154,3.497113606229912,1.5433593655744373,0.4543639171863464,Iris-setosa
+73,7.163656940829407,3.1651425119447847,4.610417426720208,1.759243873385398,Iris-versicolor
+74,5.052908827942102,3.064726298588821,1.5882130356356658,0.229146214101482,Iris-setosa
+75,4.512192923432004,3.505769810382306,1.4837364161062092,0.24779102953397045,Iris-setosa
+76,6.601292144004099,2.954573155304601,5.250581590966763,1.6206384639255216,Iris-versicolor
+77,6.096151776497531,2.8954915795848093,4.655583498974228,1.5653510798428638,Iris-virginica
+78,4.969961063702583,3.0412762341354207,1.2562476299446719,0.2547019338174925,Iris-setosa
+79,5.15228241434836,3.3699830354526887,1.570698800520002,0.3082740023431071,Iris-setosa
+80,6.096929183535339,2.955897275807742,5.244996801683049,1.9629141748287804,Iris-virginica
+81,5.7983106723144235,2.9119178674746493,4.6150159844775605,1.435074282153549,Iris-versicolor
+82,6.392739614656716,3.2842871440397294,4.335048199965652,1.5272103497366996,Iris-versicolor
+83,6.820818532410133,3.4039027274066873,4.645062731714343,1.5331245170279098,Iris-versicolor
+84,6.332189478478696,2.9205292380986996,4.789766938805245,1.3962794092666626,Iris-versicolor
+85,7.403760345287225,2.467298781551893,6.250320746675099,1.740866734449231,Iris-virginica
+86,4.9479937052721334,3.281312618625978,1.4504715589103452,0.23835719582507814,Iris-setosa
+87,5.247724163209203,3.3408686649532076,1.582575106847317,0.3312614148016412,Iris-setosa
+88,4.965264108577766,2.83205634013024,4.426153810652911,1.4253507538016548,Iris-versicolor
+89,7.643813957858955,2.9287458779899405,6.206682142556654,1.784282388083973,Iris-virginica
+90,4.614466540162037,3.1943738619999746,1.2176723708781372,0.1991798902749123,Iris-setosa
+91,5.195793545690643,3.5584249931888996,1.6142487295414796,0.18640239946921083,Iris-setosa
+92,7.468953389342669,3.2240072853923443,6.255902912091036,2.068279293819934,Iris-virginica
+93,4.696281173992725,3.231412962191192,1.4371348501852645,0.2730250037551455,Iris-setosa
+94,6.366589201471455,2.7770077342331554,4.816470684034267,1.5067073917101277,Iris-virginica
+95,6.036990003114621,2.849815154934786,4.50558221852031,1.1443189535640257,Iris-versicolor
+96,6.4171681553685795,3.216873612610567,5.116137628395239,2.2289349593233085,Iris-virginica
+97,6.18458061788234,3.0772013583642313,4.897744077361447,1.6578193863794575,Iris-versicolor
+98,4.890982839654524,3.9205105718218034,1.6991460000421206,0.6490329824577712,Iris-setosa
+99,6.097949970633825,2.8482737466892023,4.974399350100795,1.3565379552294439,Iris-versicolor
+100,6.202069611381603,3.154186876053865,4.6613231256337775,1.727995413749822,Iris-virginica
+101,7.677266255979993,2.757703892835095,6.3750913110497525,1.7197195595577197,Iris-virginica
+102,6.194185214425565,2.8268193264156003,5.548488473962725,2.3767534716885805,Iris-virginica
+103,6.417878822745874,3.6411480874540914,5.72994267783679,2.1878365909178705,Iris-virginica
+104,5.551967806556172,2.5215547490223225,3.9125481869587775,1.1260522843434475,Iris-versicolor
+105,7.163697746913246,2.786122116591624,6.093393395136378,2.211090924834735,Iris-virginica
+106,5.931157397834425,3.284735463309913,3.9884258645711164,1.4115697110444678,Iris-versicolor
+107,4.946679574660482,3.3246985287710635,1.2914254164991954,0.26949385671660436,Iris-setosa
+108,6.735635403138447,2.974814130763035,4.947550342047869,1.3971252035826007,Iris-versicolor
+109,6.23283103369741,3.0732026903745746,5.205649092563991,1.9104286258601395,Iris-virginica
+110,4.841048486787714,3.40422987295199,1.4888705426880708,0.4181456900630441,Iris-setosa
+111,5.448177630137671,2.3047689166459677,4.624839455509701,1.1910434806138444,Iris-versicolor
+112,7.308595728922289,2.9923477642435503,5.2362217442528545,1.565769756274404,Iris-versicolor
+113,6.032941687514275,3.0127207686850035,4.760417732941405,1.6329711165705523,Iris-versicolor
+114,6.897449934464501,3.022571286601493,4.875896261653606,1.6119705443250456,Iris-virginica
+115,6.0500583995419905,3.2481039123411857,4.628894852842874,2.105352173280732,Iris-virginica
+116,4.783322385379343,3.468941938776432,1.4007363978973355,0.23439762012331017,Iris-setosa
+117,6.426276463078861,3.119736675170036,5.73047666282606,2.0332107856794392,Iris-virginica
+118,6.1873547102265265,3.0211967196410447,4.60237148035477,1.3416396577638592,Iris-versicolor
+119,7.234515284143925,2.9082970377570723,5.574224504464329,1.8869835059017712,Iris-virginica
+120,6.557987159336211,3.2512491407828255,5.54316413418118,2.2555725530938053,Iris-virginica
+121,6.108284931566962,3.1817220292190287,5.721652758719613,2.2643378388465423,Iris-virginica
+122,5.05313388762068,3.4329907917117204,1.3298562418582431,0.21188193746413414,Iris-setosa
+123,6.223746598850929,2.844775249421989,4.785362235755752,2.0283490884603577,Iris-virginica
+124,6.917422810803082,2.7726580734889303,6.604580433549075,2.1782762125947257,Iris-virginica
+125,5.255698157640451,3.1098802863699286,1.417328855514437,0.2411504390891734,Iris-setosa
+126,4.861810945790685,3.2381267253203028,1.3668203052426944,0.2476282033966488,Iris-setosa
+127,6.491057642093783,3.0530935323518333,4.535022453970869,1.314786499129368,Iris-versicolor
+128,6.015510573013054,2.811752516933809,5.087246188753319,1.7366248294647058,Iris-virginica
+129,6.9519957185299,3.2378322627996297,5.349699788791206,1.777182546562108,Iris-virginica
+130,5.448067697565337,2.241736993362912,3.6945341348354788,1.068756144259715,Iris-versicolor
+131,4.836263533864496,3.57398704132984,1.6144252811548252,0.19198255117447582,Iris-setosa
+132,4.9976000189372725,3.7089892716755366,2.036611343571855,0.5862467018909376,Iris-setosa
+133,4.8789539602695395,3.5661611753579394,1.4322809637682368,0.20942734570951443,Iris-setosa
+134,6.6208497553648495,2.9542304137523256,5.561737974244738,1.8443627761087507,Iris-virginica
+135,6.198980876683499,3.0245049633391954,4.795957635393345,1.515770292477822,Iris-versicolor
+136,4.792899821167572,3.3501442620379254,1.4062898048519412,0.2908673967308859,Iris-setosa
+137,6.61397739507983,2.973540669951985,5.684105064058553,1.675361161745135,Iris-virginica
+138,6.7806623013594844,2.647840237463474,5.93663747093574,1.744658574506436,Iris-virginica
+139,6.152624149058904,3.081604042581707,5.200074961228163,1.3648798330836092,Iris-versicolor
+140,6.205301776533347,2.7932457327329545,5.412778231867291,1.7762355913086134,Iris-virginica
+141,5.918729255126463,2.845231874209486,4.075359964993611,1.3563635924984612,Iris-versicolor
+142,4.738967987293312,3.353714388884576,1.2204412207323965,0.21712145981306852,Iris-setosa
+143,5.039873282715621,3.6991523834836775,1.7781954401961446,0.4441697822024335,Iris-setosa
+144,5.874946829164598,3.762474051580719,1.4662043210114266,0.3613426447528375,Iris-setosa
+145,6.327978957184809,2.9016588207282568,5.360615374893367,2.0737045279233053,Iris-virginica
+146,4.259485113825752,2.920188398783012,1.1763175003988438,0.25442130299361454,Iris-setosa
+147,6.6449534729888455,3.2019837138539806,5.024652191065598,1.6697648231318603,Iris-versicolor
+148,6.048238341695635,2.8980285757297892,4.477922057244504,1.4560381361112162,Iris-versicolor
+149,5.81064250901219,2.6804655835016717,4.066322149647681,1.2302651095502029,Iris-versicolor

iris/tvae/df/1/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/10/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.6436314174789395,3.144369506780533,4.9171195802759255,1.3940754383043166,Iris-versicolor
+1,6.038641659501944,2.852043052533421,4.967828617308982,1.7015429001560585,Iris-virginica
+2,4.688335746902046,3.285861342974415,1.2925054455973772,0.17044453682132849,Iris-setosa
+3,4.712964584646118,3.4193664883863133,1.3961185657523874,0.2317583288374668,Iris-setosa
+4,6.30410737408871,2.378368527812198,4.819606778593599,1.4995252111471902,Iris-versicolor
+5,5.970455297486592,2.7224476216203213,4.983461556411961,1.7407425678020505,Iris-virginica
+6,6.217476495607777,2.863573870638792,5.294320139638206,1.8047547025243988,Iris-virginica
+7,6.968637549860944,3.4592008171089255,5.982416420846849,2.4954328376403225,Iris-virginica
+8,6.187948301212926,3.254016631901279,5.388891142291174,2.1838310495055753,Iris-virginica
+9,6.896152609364908,2.4891561781393254,5.4550713258983405,1.71522112581242,Iris-virginica
+10,6.277454371495298,3.3999823370271125,5.261759439075684,1.51460976586335,Iris-versicolor
+11,7.691354164374549,3.0942782881063553,6.198070247287696,2.088523098608519,Iris-virginica
+12,4.902999408186844,3.6909008951828106,1.807169783485971,0.4884383748416306,Iris-setosa
+13,6.625419169310559,3.1863473304508436,4.694392360389505,1.4480987307219086,Iris-versicolor
+14,5.12660962602493,3.0441346891465657,1.8178082973510916,0.49256261264654133,Iris-setosa
+15,4.674436020773468,3.184283458583793,1.4019356611290856,0.24587326059763548,Iris-setosa
+16,6.797152465089363,2.9926662559503656,5.8512631803285755,1.802744567094918,Iris-virginica
+17,5.978031780672678,2.7655743630780805,4.813032399649151,1.6901568835171827,Iris-virginica
+18,6.39079273087959,3.0924011162242224,4.492222757207278,1.556367040168367,Iris-versicolor
+19,6.515493191664751,2.905621220796117,5.315646009164367,1.787467422594939,Iris-virginica
+20,5.3610916279728835,2.184457313330471,4.183912833229548,1.1362303351239014,Iris-versicolor
+21,6.964934206917859,3.128906021766184,6.1635774914216235,2.2284880101934603,Iris-virginica
+22,5.07039290201031,3.761308466757624,1.4202455926752071,0.35967743971072297,Iris-setosa
+23,6.389595417694275,3.1061084935237675,4.805096220975403,1.4152939105425004,Iris-versicolor
+24,6.15825913317784,2.885422564896043,4.324980154716392,1.5768681598791534,Iris-versicolor
+25,6.946284197391281,2.8689750800684943,5.761542174020396,1.9177193444636216,Iris-virginica
+26,7.185295952737164,2.9696100463552937,5.585256794419236,1.6360504459841319,Iris-virginica
+27,6.305039661187767,3.1836360295529027,4.464295890587648,1.4613663347897294,Iris-versicolor
+28,4.7264078467000425,3.3532097875895417,1.4490525583104745,0.22384376076974805,Iris-setosa
+29,6.217632040601429,3.0390347660301322,4.537098332184245,1.4342318156416594,Iris-versicolor
+30,6.223181440824074,2.444214710077174,5.055766938397429,1.9566306847733903,Iris-virginica
+31,6.833870718046112,3.0215249217489815,5.6751664327980125,1.8279330561012423,Iris-virginica
+32,5.127014769597231,3.787161357311683,1.6921657981470253,0.3066648539379676,Iris-setosa
+33,5.927414913639537,3.1240389397574515,4.415271715078745,1.4232604988249598,Iris-versicolor
+34,6.262748524285521,3.4752856775594907,5.190407195032399,1.8571435139005747,Iris-virginica
+35,4.514240343666164,3.1812373524731825,1.4267278918434962,0.1437000069164716,Iris-setosa
+36,6.092073401830851,3.0492368672186183,4.5289360303990644,1.4852556869175155,Iris-versicolor
+37,4.810046611153996,3.2943833315327877,1.5042513725922977,0.1575344499797673,Iris-setosa
+38,7.006420185269057,3.007220117652287,6.053332917579922,2.316952570441018,Iris-virginica
+39,6.267538988297002,3.133736699929198,4.573669087907021,1.6089691763083658,Iris-versicolor
+40,6.516517370845507,3.081264403388896,5.442795332551887,1.8948236727220282,Iris-virginica
+41,6.3214934052815925,2.9041915019118605,5.393245448440766,1.9320867287752836,Iris-virginica
+42,5.947319220588948,2.924589566881945,5.471784799707539,2.2365102028126675,Iris-virginica
+43,5.922271166235746,3.109323367938926,4.788863336313534,1.6085471569090728,Iris-versicolor
+44,7.136685943588113,3.128072594712547,6.200366475902578,2.1811725596913027,Iris-virginica
+45,6.865668744724782,3.340116480236958,5.592067545631835,2.141793324540963,Iris-virginica
+46,5.7908015098984045,3.144896930218273,4.745120100979067,1.4400243623215532,Iris-versicolor
+47,5.021903973446686,3.298344365570352,1.6106000303631833,0.5220474878640964,Iris-setosa
+48,4.820220291387338,3.601014812520591,1.5458135835705549,0.17885427204849094,Iris-setosa
+49,6.959526861935606,2.8236043300954328,6.0155474918576335,1.9791795024238454,Iris-virginica
+50,6.517038373138694,3.39793932863919,4.702851781928561,1.991764570927265,Iris-virginica
+51,6.317599553505507,3.0651936832949596,5.11818642235515,1.8061945262602965,Iris-virginica
+52,4.279066072055118,2.6986627906231297,1.2511233948100253,0.2328950665410152,Iris-setosa
+53,5.905595593232279,2.663756888963844,4.289116094842166,1.270214713601168,Iris-versicolor
+54,6.8727602491842985,2.99276543250496,5.282869949066101,2.297626799643645,Iris-virginica
+55,4.640420685464866,2.404247828693438,1.2727677062847476,0.1562942377433217,Iris-setosa
+56,6.528614554555855,2.970904691840737,5.176102737675496,1.536251309416783,Iris-versicolor
+57,4.946242660881048,3.6607762615711907,1.6370314429249317,0.29384844111173447,Iris-setosa
+58,6.195850963403671,2.910206398513012,5.034619262768072,1.6640890618380293,Iris-virginica
+59,7.167973666694265,2.4624584769295756,6.230930433877438,1.768799889833437,Iris-virginica
+60,5.652470009709115,3.9904276433187365,1.5552557266394567,0.4357572485597695,Iris-setosa
+61,5.884537011675943,3.2800052873462713,4.756340308852969,1.5434285481399534,Iris-virginica
+62,6.979474737272314,3.0810824703948416,5.934762197424125,1.8071272487605867,Iris-virginica
+63,4.6076054839634075,2.969490421378949,1.192652003381281,0.17849881618082464,Iris-setosa
+64,6.980319347336334,2.9079121178862946,5.733232327959233,1.9896487888470589,Iris-virginica
+65,6.178778146967041,2.8861474135829503,4.969773053814725,1.593405971479583,Iris-versicolor
+66,4.814673631395241,2.8381019867298334,1.2874785162933757,0.1423076443193779,Iris-setosa
+67,4.360626463172464,3.2606766924812587,1.3748692739817308,0.19038546327178327,Iris-setosa
+68,5.119173056781781,3.603123600786921,1.6542430804508652,0.4069286540964465,Iris-setosa
+69,5.395439541293392,3.021144251955937,4.707472516021185,1.4118815395039608,Iris-versicolor
+70,7.0505332636768445,3.0377772359514807,6.282845543161018,2.376005362003794,Iris-virginica
+71,5.8924631123530595,2.8582477094092127,3.956010168546171,1.3121289866761572,Iris-versicolor
+72,6.913933341405526,2.8820129944190844,5.7609879842719245,1.5130594403170645,Iris-virginica
+73,6.05686488877088,2.565983267925214,4.612110570341491,2.045796708161881,Iris-virginica
+74,5.119826417599007,2.35776319538767,3.83078898729737,1.055828147837508,Iris-versicolor
+75,6.588044105171368,2.2452157144575713,4.704118588021217,1.26989980943631,Iris-versicolor
+76,4.929145477034689,3.861782205935117,1.427252708475013,0.11804812080540661,Iris-setosa
+77,4.852592887307051,3.4955249510650863,1.3810996004541785,0.24654836315754794,Iris-setosa
+78,5.977383693181807,3.04959748149656,4.570403116695979,1.4384217846087217,Iris-versicolor
+79,6.645364590820727,3.073815133631897,4.632726920249893,1.3705480283926952,Iris-versicolor
+80,7.243067569329636,2.8043862736590826,5.840051580407401,2.160737685338996,Iris-virginica
+81,5.851697302750835,3.0077606487398447,4.526400332240121,1.2835596359851433,Iris-versicolor
+82,4.9686593583792,3.5898730253977504,1.547536023965071,0.32650955969178586,Iris-setosa
+83,4.686959124815221,3.4715329383092204,1.3568905639051712,0.19639678580937303,Iris-setosa
+84,5.001569211027212,3.2855813735200927,1.5145241255971258,0.22143234600242606,Iris-setosa
+85,4.776606748402942,3.9708233512449285,1.3930314833456654,0.21504441737322355,Iris-setosa
+86,5.195782008889921,3.811770649255184,1.6278557877460267,0.2970228518491103,Iris-setosa
+87,5.064597313071273,3.102016889145633,1.4736387273132059,0.30514298130920176,Iris-setosa
+88,5.163589495543037,3.113473456075072,1.4251912858148381,0.18433695729516109,Iris-versicolor
+89,5.63987454484645,3.16005514213264,4.521224760213539,1.5142801214748975,Iris-versicolor
+90,6.169634286320661,2.491951204494262,4.420934652273851,1.3043548627755412,Iris-versicolor
+91,6.229364698906398,2.9395574493476784,5.005858420667464,1.6327324525146305,Iris-virginica
+92,5.725637331124473,3.4607997423049888,1.5581292044317252,0.3076788051176824,Iris-setosa
+93,7.205118140724801,2.5155259137156545,6.227384912629796,1.8662782332312053,Iris-virginica
+94,4.708206769203208,2.7030608472900863,1.2751900720328282,0.14594809085361898,Iris-setosa
+95,4.984559761916444,2.4559838488440247,4.089819880165258,1.5290895691875777,Iris-setosa
+96,6.003355506018587,2.9589950759203516,4.468908896655395,1.602426933365902,Iris-versicolor
+97,6.086730160843485,2.6395684851257792,4.7059184268186565,2.0290822658126606,Iris-virginica
+98,4.700548217271769,3.941954804852905,1.4963963454384366,0.24893929857663286,Iris-setosa
+99,6.111447695609598,3.168072466276091,4.861779995316216,1.4700269055784116,Iris-versicolor
+100,4.727868074839513,3.1853045999517557,1.3946208599724277,0.21313102927472113,Iris-setosa
+101,4.804749250679232,3.375526751864697,1.2721400983458038,0.19188316206129175,Iris-setosa
+102,6.913861951818539,2.4709099075744927,6.295548533268985,1.817242396030581,Iris-virginica
+103,7.192764117359756,2.9790060181926714,5.217841183088285,1.541401007734862,Iris-versicolor
+104,5.7212656467173115,2.772232584653989,3.878255208920331,1.317031330386473,Iris-versicolor
+105,5.046439803599957,3.5877045506182634,1.571155748741912,0.3149164361633765,Iris-setosa
+106,5.998452977239407,2.5128943234122687,6.094284241936597,1.7405766561779912,Iris-virginica
+107,6.131419209754085,3.1749067905951565,4.877759941867288,1.742762192725667,Iris-virginica
+108,6.072050171358229,2.8741793995124736,4.168918729095254,1.3560024722806494,Iris-versicolor
+109,5.3385870121172045,2.34660537455137,3.7359546647947393,1.2085668509911365,Iris-versicolor
+110,5.330821350661477,2.839885286605836,3.609849648098864,1.1390141192865153,Iris-versicolor
+111,6.820644741429784,3.092117948698302,5.320069523294149,1.6457316291076771,Iris-virginica
+112,7.330462415009326,3.1777338636495345,5.214164282396163,2.053955144406102,Iris-virginica
+113,6.289084610263829,2.7838339039079343,5.669365190698092,1.730306444311752,Iris-virginica
+114,4.98937672128413,3.5741384559113745,1.5573453359578437,0.3017049321403666,Iris-setosa
+115,4.730582957094886,4.028781887809323,1.3595576575642923,0.09303405447614932,Iris-setosa
+116,5.860213539113458,2.502743557743015,5.144900605793915,1.82101731455451,Iris-virginica
+117,5.74094332039026,3.0906099136543785,4.484419503691585,1.5809994403367762,Iris-versicolor
+118,5.963175135630093,2.9164849401032917,4.744262840398672,1.776815917069442,Iris-virginica
+119,5.688559760663901,3.1069551411475946,5.228792223820137,2.400659967447449,Iris-virginica
+120,4.607964430247314,2.969375202982498,1.3036076451357026,0.1547758681483704,Iris-setosa
+121,4.993949332125828,3.3574695307466387,1.6245605420574243,0.35107234009804117,Iris-setosa
+122,5.127799311225987,4.050986223621036,1.316946685197584,0.15683315181717888,Iris-setosa
+123,6.534528833014389,2.7901357430321307,5.245513058987408,1.874091804808888,Iris-virginica
+124,4.861605408771523,3.144020309472658,1.4210978086050143,0.2417294354034706,Iris-setosa
+125,5.983931458035178,2.6270689116692583,4.704200701219741,1.4710178048754676,Iris-versicolor
+126,6.230651919519377,3.305893252878698,4.383391555989222,1.3977171017501406,Iris-versicolor
+127,4.798658818641594,3.0186712162576006,1.377371069042437,0.23222952404409217,Iris-setosa
+128,5.9874409746964385,3.323652090353093,4.671687362640712,1.5013825782483796,Iris-versicolor
+129,6.986873374531274,3.1235613103961173,4.727260575602969,1.509091157255399,Iris-versicolor
+130,6.954614872721495,2.6978541515483605,5.991990860563613,2.0971784847662938,Iris-virginica
+131,4.8478841572643026,3.5661995753913986,1.46063457673903,0.16516546275262134,Iris-setosa
+132,6.862417186814684,3.1033433761174023,5.906348191133965,1.7013896765607446,Iris-virginica
+133,5.944456406894426,2.9268441976595962,4.989384373825572,1.6920934168695818,Iris-versicolor
+134,4.95831759806466,3.917142942328786,1.6376645421928402,0.45805093466216773,Iris-setosa
+135,6.202561204394525,3.011887268248687,4.79178844569591,1.3653002574476227,Iris-versicolor
+136,6.042780573019256,3.0415764227494315,4.6353234456474,1.5025617770632629,Iris-versicolor
+137,5.332567272380604,3.425457247616252,1.3084411486395668,0.17646807784813343,Iris-setosa
+138,7.531423637907068,3.7353144645823853,6.374264388921284,2.7272329688081243,Iris-virginica
+139,7.423778846978961,2.6458685733850933,4.989903806791655,1.6172231871109206,Iris-versicolor
+140,6.375110047458111,2.8332500092874455,4.398406388059029,1.2224107036417533,Iris-versicolor
+141,4.750650714776498,3.586127676114521,1.6836694116550368,0.24083414935817338,Iris-setosa
+142,5.965598835065264,3.090034208459437,5.150516662413173,2.132546907657665,Iris-virginica
+143,6.017527930716641,2.97094118923242,4.292178277652668,1.236531357956723,Iris-versicolor
+144,6.907865728616307,3.485444675690802,5.767921837761304,2.30583144027473,Iris-virginica
+145,6.712196103072949,3.1137406649733035,4.381211215348738,1.5277123161626072,Iris-versicolor
+146,6.6570697016238904,3.056522681644017,5.125803572372956,1.5090463786469053,Iris-virginica
+147,6.870552497981986,3.0727289908073177,4.49099747020442,1.5862937931955088,Iris-versicolor
+148,4.990601367835277,3.5119310791844205,1.4827356660867947,0.21333862606195386,Iris-setosa
+149,5.660778220312427,3.6510307697535063,1.319802356028971,0.29398194187244714,Iris-setosa

iris/tvae/df/10/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/11/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.381460026014971,2.905957013064471,5.151495731341958,1.5247351817260966,Iris-versicolor
+1,6.088965065365198,2.9930497680823804,5.110271561192292,2.192367435049451,Iris-virginica
+2,4.876283275551007,3.228610220864336,1.4035012130109568,0.180498485163294,Iris-setosa
+3,6.201856335408748,2.9158810971270372,4.37621280425515,1.4288890012575959,Iris-versicolor
+4,6.483235395113345,2.903317999751053,4.393718748011133,1.2531019062717657,Iris-versicolor
+5,6.626626518177344,3.1448079152333244,5.730350962479958,2.0900592889512115,Iris-virginica
+6,6.640093704175651,3.2484060939453308,5.530752349072056,2.384756501283581,Iris-virginica
+7,4.806736274349494,2.2054233999263153,3.112489610388767,0.9226993863854689,Iris-versicolor
+8,5.843672190712793,2.508617744458274,4.2524364778301535,1.3274566934718934,Iris-versicolor
+9,6.2681149787975485,3.0707543283747216,5.271007555296142,1.5184835643644086,Iris-virginica
+10,5.64283815822984,2.902213078392276,5.163530685393699,1.5534386313098978,Iris-versicolor
+11,5.756191380605661,2.434171241178534,3.444345834997172,0.8693152592389503,Iris-versicolor
+12,6.421893464471176,3.4170826886981716,5.473482716813962,2.404911167384682,Iris-virginica
+13,5.054316722714976,3.365422433796265,1.2493216184384677,0.2688439814896945,Iris-setosa
+14,4.9887292399120655,3.6558636255910186,1.6481739628369212,0.476527674067787,Iris-setosa
+15,6.135325821540543,3.21351441142274,4.006255107000405,1.2246878719800458,Iris-versicolor
+16,5.555900840206159,2.9124942086439836,3.831571314901651,1.1761593787052032,Iris-versicolor
+17,6.308871901288376,3.6324786416405628,5.85938370455461,2.7650068588402057,Iris-virginica
+18,6.6596947478802795,3.125639094489362,5.6921893435369375,2.205803145888925,Iris-virginica
+19,7.71572749983053,3.7956739065125986,7.140767964745854,2.049963201147342,Iris-virginica
+20,4.75938655660215,2.920485926073639,1.4034522491244648,0.19319222231935224,Iris-setosa
+21,6.702736234637605,3.4428807312868983,5.443193553765228,2.3355423607351717,Iris-virginica
+22,4.929958499276673,3.216499498538941,1.3850542465205873,0.19399410387993793,Iris-setosa
+23,4.886283863747409,3.0686739945967343,1.2286596710705553,0.1369471727938476,Iris-setosa
+24,4.747071583961952,3.060840348057617,1.398043673314962,0.16769842124685813,Iris-setosa
+25,4.854548631912475,3.5512770099535276,1.4369119851720547,0.28408147431885267,Iris-setosa
+26,6.430700526771341,3.070435989773114,4.735135386194448,1.4267603689620534,Iris-versicolor
+27,4.77583626213621,3.059161261058489,1.3717635279426177,0.1706111798699126,Iris-setosa
+28,7.530719901642584,2.6538545112290453,6.786704932004797,1.8776331610525794,Iris-virginica
+29,6.373465652105724,3.116391101137606,4.6309399905916155,1.4899305438729105,Iris-versicolor
+30,6.135657629261479,2.740562484919061,4.2462354757791,1.5737307058134948,Iris-versicolor
+31,5.071149262760936,3.545471825650059,1.2930293359187495,0.1654063832371847,Iris-setosa
+32,6.768118899756355,3.047208894705144,4.472261409217133,1.5546836019410781,Iris-versicolor
+33,7.703479356773543,2.8051281976129228,6.773138151178554,1.9264794810280303,Iris-virginica
+34,6.234948744160706,2.8849849316008993,4.821392408349824,1.7620531689170231,Iris-virginica
+35,5.8799561553463535,2.7094692264816715,4.854191215045533,1.5760850800906803,Iris-versicolor
+36,4.940352286578731,3.47375567540121,1.475695401297084,0.30305749790778125,Iris-setosa
+37,5.738331721785994,2.871707128019335,4.630596436522524,1.5142549411762354,Iris-versicolor
+38,6.280296439002821,3.2210527531124287,5.308803131418311,1.7605702208205025,Iris-virginica
+39,7.681101299079697,2.562722207158488,6.326106151324136,1.7519800977506952,Iris-virginica
+40,5.88017837423443,2.790052907860325,3.9219475116991984,1.3198084886824264,Iris-versicolor
+41,4.977407540794749,2.2108160417805385,3.5223919840633884,1.0032468580742786,Iris-versicolor
+42,7.01617762121141,2.842320692823457,5.662997309777458,2.2837495707072506,Iris-virginica
+43,5.707941160837194,2.7505828724795247,1.3475945144215544,0.2304953607429045,Iris-setosa
+44,6.281157569248808,2.611948334665591,4.628187522072631,1.3077970279340558,Iris-versicolor
+45,4.919450672901672,3.1060190118024367,4.551029063281547,1.8364398400294115,Iris-virginica
+46,4.96245268075289,2.990973577421383,4.6877381155917845,1.9606347178129009,Iris-virginica
+47,6.9406155919554156,3.310658756562406,5.861092848205722,1.826464711974602,Iris-virginica
+48,6.793980966692546,2.9702480423425874,5.905422734020912,1.8619810531094831,Iris-virginica
+49,6.352373368114406,2.978990919301369,5.283332865687995,1.872217040243031,Iris-virginica
+50,6.098650965600791,3.187658558952349,5.094518057498669,1.9259463154226384,Iris-virginica
+51,6.391214006751358,3.378102168985669,5.113434494403421,1.9206012364057536,Iris-virginica
+52,6.1330184068331945,2.542562647108192,4.728900492944721,1.442970620217398,Iris-versicolor
+53,6.244149545043259,2.9603289985031758,4.99837221636399,1.6961308702456952,Iris-virginica
+54,5.83251982546255,4.036392845850311,1.3495630232528695,0.32103338211605503,Iris-setosa
+55,4.994211204515576,3.2737162424567,1.443960857216709,0.2465678723582523,Iris-setosa
+56,6.41971565631965,2.7310700731155286,5.399701190794359,1.7334985717792708,Iris-virginica
+57,5.795763494493943,2.6575801628479194,4.022039530843661,1.4299738718996804,Iris-versicolor
+58,5.208268545325447,3.3875426952272965,1.3729313262856686,0.13530654695105657,Iris-setosa
+59,5.204543992673195,3.6866181939670675,1.8922004064810853,0.6299147292337974,Iris-setosa
+60,4.802212241291486,3.0533312571637725,5.0862746230074,1.857815195152644,Iris-virginica
+61,6.032605646635213,2.8487233476551577,3.9746611821225,1.1411153838603103,Iris-versicolor
+62,6.020763370046142,2.872375602222627,4.979079483304124,1.6220124194143533,Iris-virginica
+63,6.013258555052438,2.8625585020485182,4.6916852662654325,1.3405523596765745,Iris-versicolor
+64,4.584411342358599,2.6963147235939973,1.267633742709483,0.094765786509972,Iris-setosa
+65,4.861403382182916,3.5730595376048218,1.5102706044873122,0.3789194835992834,Iris-setosa
+66,6.237692340463776,2.994257863682856,4.75145390796432,1.5632655691520874,Iris-versicolor
+67,6.651842553783297,2.9157878743030703,5.434181630495762,2.156395885454333,Iris-virginica
+68,6.0747699350554365,2.8396911868775967,4.918510560519589,1.6695315116129334,Iris-virginica
+69,7.412984429984812,2.5703527748438684,5.725710362502708,1.6306889313914128,Iris-virginica
+70,7.060372085169713,3.2532045857621705,6.189848788523646,2.128149875226469,Iris-virginica
+71,6.0275744689046595,2.51587889905653,4.623834114240658,1.8567847644511974,Iris-virginica
+72,6.140277425906297,2.8804314222490057,4.004646051755444,1.5160294885145085,Iris-versicolor
+73,6.293080127458077,3.041212644057072,5.291576491438656,2.048703407281758,Iris-virginica
+74,4.545571798020581,3.2550895275827267,1.3399152990199683,0.21317355282138295,Iris-setosa
+75,4.6039815786834275,3.559921892540425,1.4126296753568635,0.23594040644875716,Iris-setosa
+76,5.033243373842986,2.8044120509629886,1.6681150699014506,0.27553814967450047,Iris-setosa
+77,7.344515207875602,3.025104233100436,6.2489537788859755,1.8553145852489783,Iris-virginica
+78,6.79449699679378,3.1791882086891405,5.003254007949863,1.5815650720488519,Iris-versicolor
+79,5.953167651777955,3.105362225866775,4.849746317461551,1.6380434994442643,Iris-versicolor
+80,5.415689716444468,3.7916590824749212,1.7327460267131052,0.30092972032784726,Iris-setosa
+81,6.988987749011731,2.610164653794366,6.548970563132324,1.7553662699984511,Iris-virginica
+82,5.613642102600807,3.803716589365831,1.3143624710734185,0.23205909786639922,Iris-setosa
+83,5.802806249805476,2.926127525656311,4.0046991587392275,1.3761476394792624,Iris-versicolor
+84,6.169345636768067,2.5790253552320044,4.3629053184842475,1.3330071550930211,Iris-versicolor
+85,6.206110697296801,3.193474107834409,5.083220763106714,2.2025594358969713,Iris-virginica
+86,5.632897830484243,2.6540857820384613,4.108278344788304,1.0966550521806702,Iris-versicolor
+87,4.5377186445131334,3.122897745103254,1.2663058091154626,0.1605833492414218,Iris-setosa
+88,5.890389529683519,3.204717686147683,4.801723366446955,1.71982767129808,Iris-virginica
+89,5.099395225378892,3.802926860827753,1.536245886687749,0.3965016620668656,Iris-setosa
+90,5.819991457358962,3.0248063435727137,4.514500036155522,1.1486895203421312,Iris-versicolor
+91,5.545689032961453,2.8350096007893986,4.058132858780795,1.3577601763640998,Iris-versicolor
+92,6.490860131898347,2.9728776379199178,5.0309364659870734,2.1546869476346746,Iris-virginica
+93,6.842582366529187,3.14664596574349,6.022674895676197,2.262655162638482,Iris-virginica
+94,6.603684964977692,2.7062175391415306,4.294015836448869,1.5360134231438134,Iris-versicolor
+95,5.19831881116343,3.3877979548677333,1.568367571333816,0.20113843548835222,Iris-setosa
+96,6.968987158057361,3.020387602967051,6.083099964746571,2.43327522928467,Iris-virginica
+97,6.278388683048128,3.111896076198043,4.888809382250605,1.6038394922496217,Iris-versicolor
+98,7.2633732466394125,2.897693019997334,6.058386699306143,2.001862063174871,Iris-virginica
+99,5.930834456578955,2.925094194608538,4.935085258559692,1.8819494682531288,Iris-virginica
+100,5.193750261551137,3.4364805771641396,1.6913648751857226,0.4458275874152927,Iris-setosa
+101,6.749083240593095,2.9051369098267967,5.900708416233667,2.013320919472015,Iris-virginica
+102,6.494960431435279,2.9292017511020694,5.7831522025037785,2.1890840577653905,Iris-virginica
+103,5.643271810612537,4.006962997358403,1.4404965424520875,0.3053691191250806,Iris-setosa
+104,6.559130807125759,3.1817393190715317,5.443330542439974,1.8313906707523033,Iris-virginica
+105,6.668357303726828,2.8191330795375777,5.100140440541842,1.732923890777293,Iris-virginica
+106,5.139380243361843,3.5537464994909085,1.6068345384940341,0.23588859737625686,Iris-setosa
+107,5.694301074887189,2.6413949143683917,4.13228386591271,1.4413475633256834,Iris-versicolor
+108,6.715202906760728,2.889650452139906,4.4568213631098725,1.4285647143780742,Iris-versicolor
+109,5.268772082507285,3.729834589459988,1.3004660157972483,0.21816913860698137,Iris-setosa
+110,7.213722654326698,3.216003180425926,5.717132258327482,2.174645589053092,Iris-virginica
+111,5.789426651327487,3.3829868768442375,5.1323643774784475,2.2789505960885466,Iris-virginica
+112,4.611359090469148,3.49985929042079,1.4725037582317004,0.298356541291517,Iris-setosa
+113,5.248439439140725,3.3495907265822935,1.3601959147989435,0.22023348171352713,Iris-setosa
+114,6.025056211366506,2.924270896437061,4.661704360278692,1.5201031945829033,Iris-versicolor
+115,6.572613768729529,3.006226459722887,4.126205604772715,1.4264874873128417,Iris-versicolor
+116,5.449208727581812,2.88066471260896,3.966145793185124,1.4830258838259949,Iris-versicolor
+117,6.078177169752303,2.5432896777577323,4.647946436094362,1.6910065244367134,Iris-virginica
+118,6.840406938663571,3.2263020606722104,5.855903265185994,1.9245848389378508,Iris-virginica
+119,5.570921210970107,2.8340715027432273,3.932397592121011,1.231988331640285,Iris-versicolor
+120,6.38232324812198,3.202472596710651,5.115660670808694,1.7666403878092318,Iris-virginica
+121,4.7012804533928545,3.1536523498727873,1.153359791357092,0.29387183140141476,Iris-setosa
+122,6.635671905717229,2.811239629004214,4.433563316072523,1.3015125227742221,Iris-versicolor
+123,6.974110541142109,2.6771197671124334,5.730511404259789,1.8114302422997415,Iris-virginica
+124,6.013591820077567,3.263987349142821,5.0232537600483225,1.9878541490103698,Iris-virginica
+125,5.130946182352588,2.7651007862649877,4.218095611984021,1.2958512839232137,Iris-versicolor
+126,4.9515524554413135,3.2271853095413885,1.7162299651820248,0.37605632412134204,Iris-setosa
+127,5.915834979499235,2.7784384478154402,4.519597163017794,1.304967000381207,Iris-versicolor
+128,6.416788707920938,3.2968714498075267,5.156648256492535,2.485069447433629,Iris-virginica
+129,5.776268588683221,2.4285217240875587,3.8193055065649473,1.1766678902686838,Iris-versicolor
+130,6.042378010234022,2.749543957672041,4.013780676966254,1.3063606267272392,Iris-versicolor
+131,6.573844547449302,2.833963358305202,4.898987144477267,1.5915486086060415,Iris-versicolor
+132,5.937542353501187,2.9574447927113914,4.060739353823417,1.526934489484341,Iris-versicolor
+133,5.9901295610988425,3.129520751567609,4.528232537003884,1.7562143385487894,Iris-virginica
+134,4.95443923435718,3.3613040745175224,1.34081046259984,0.23175238787967103,Iris-setosa
+135,5.926432640165099,2.919554062563775,5.213517102518051,1.954157049178158,Iris-virginica
+136,6.546684504054267,3.283453999794767,4.958674149896544,1.5685632234033355,Iris-versicolor
+137,4.987512802685772,3.5824162037494007,1.472727209094327,0.21915309216240184,Iris-setosa
+138,6.684055780795816,3.077259734776317,5.936361783125989,2.0970944834351033,Iris-virginica
+139,4.8201793320513815,3.8957472212216127,1.2364632191185938,0.34765473491019105,Iris-setosa
+140,5.119533973601438,3.6799020908306392,1.2237538123073324,0.21419685440815953,Iris-setosa
+141,6.438572344315789,3.425669760488002,5.474489713848527,2.1664693763386245,Iris-virginica
+142,6.073094396384051,2.675027819716926,4.305015151934837,1.241203844026948,Iris-versicolor
+143,6.659549420211726,3.229699048223191,5.210354922003975,2.0802106025916762,Iris-virginica
+144,7.208716927746389,2.9825774228383466,6.209189321886296,1.7424765402561415,Iris-virginica
+145,4.858999828571766,3.299282438915519,1.52955875288735,0.2948979263180156,Iris-setosa
+146,5.187829248016883,2.787829231493825,1.5238175215937768,0.23054858108416787,Iris-setosa
+147,5.22488587514613,2.627458983070276,3.227474592956747,1.0927297169569357,Iris-versicolor
+148,5.60422725694357,2.694697985735638,4.533645841402433,1.3689602917802317,Iris-versicolor
+149,7.050949644971274,2.860915852923248,5.745152811104049,1.770874800928552,Iris-virginica

iris/tvae/df/11/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/12/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.989200819255202,3.105206311332536,6.1971074672665,2.4816745637716133,Iris-virginica
+1,4.610841494197955,3.1166988565256752,1.4908304106714168,0.19900250254656887,Iris-setosa
+2,4.787710244334087,3.0230435220629364,1.3554496685768547,0.214719191955805,Iris-setosa
+3,6.026596025672559,2.999634968757688,5.36755575226318,2.1545195462222573,Iris-virginica
+4,7.336688241320458,2.709284143824647,6.4805640573000005,1.7609088043566161,Iris-virginica
+5,5.81603124662869,2.9329395235754765,4.503192393142823,1.4012412861271653,Iris-versicolor
+6,4.974655870868804,3.915742926509935,1.3949157237781793,0.1440135819420217,Iris-setosa
+7,4.688589165601092,3.075710443847054,1.4982675900958322,0.21245317024293925,Iris-setosa
+8,5.018762223226792,3.3823546326912566,1.6259510202570828,0.21457693228132904,Iris-setosa
+9,5.423257027023749,3.661448049214875,1.5705805841492078,0.37647926944351384,Iris-setosa
+10,5.5653723199472775,2.8176506234274012,4.266565994047853,1.0445079898256,Iris-versicolor
+11,5.172859957767379,2.9060181267811225,1.3030079078073744,0.16438152606473594,Iris-setosa
+12,5.258917266633454,2.531142388092923,3.8356979060676863,1.0788408023349025,Iris-versicolor
+13,6.625483878787829,2.68770770124087,5.677028381303604,1.8884306207752395,Iris-virginica
+14,5.327204778282214,3.403168803572835,1.3896111657948012,0.1757688788925063,Iris-setosa
+15,4.518614835997972,3.123979440730426,1.195546437064936,0.20937377188156542,Iris-setosa
+16,7.493306198883574,2.914177353875929,5.6712033143355765,1.7871729328446806,Iris-virginica
+17,4.584695129483338,2.8093695916674997,1.2965252090297597,0.1237721993500431,Iris-setosa
+18,5.912447092845499,2.9017894858086835,5.322299788596747,1.948923878988376,Iris-virginica
+19,5.230704653331398,3.3042469604397793,4.677654293943798,1.939995399088818,Iris-virginica
+20,6.599518203815154,2.510632240363667,4.238261422197381,1.3100552681973086,Iris-versicolor
+21,6.0803887875539,2.6450703937148767,4.020827291155817,1.1892430165391652,Iris-versicolor
+22,5.014024427637127,3.1452349654662095,1.464161885461233,0.4362194365560087,Iris-setosa
+23,5.094470380654995,3.721380065798172,1.6840139814082609,0.29437276915816135,Iris-setosa
+24,5.425053862823086,4.249311230838807,1.790322744405477,0.23871915847418154,Iris-setosa
+25,6.29044702958581,2.9183135084892156,5.479989553048997,1.9170220400608764,Iris-virginica
+26,5.622899381158861,2.950122057769248,4.51438618015339,1.3680562598211485,Iris-versicolor
+27,5.936086104375063,2.740226045479139,3.9937999366941663,1.3004895949345414,Iris-versicolor
+28,5.278151032653447,2.468468844197321,3.997487426318872,1.267134786459585,Iris-versicolor
+29,6.081406216986334,2.713852367728837,4.694703961892299,1.4043207327298393,Iris-versicolor
+30,4.768129176579385,2.4716742955734805,3.59845495907832,1.2168556558197838,Iris-versicolor
+31,5.925823898706983,2.895343910869033,4.313236802342559,1.4877857800394172,Iris-versicolor
+32,4.60128115226289,3.5628141644583677,1.4335966112048069,0.22865213946991544,Iris-setosa
+33,5.275903845387881,2.173576664493562,3.1874704725118725,1.06013283550838,Iris-versicolor
+34,6.000658390199318,2.688526318039256,4.339901037006516,1.3267739861270456,Iris-versicolor
+35,6.324340561662685,2.5814432064437502,5.609204906837171,1.7679380803930365,Iris-virginica
+36,5.087460955796544,2.7184870226126825,4.213112873063479,1.2587781564002012,Iris-versicolor
+37,4.538553649515986,2.9368717794462675,1.3980229894179081,0.19752992057537677,Iris-setosa
+38,6.145855919547109,2.7266148970288633,5.233684380433724,1.9699583641995162,Iris-virginica
+39,6.623243252367545,3.1253246872604072,4.931216082150316,1.6070231665277046,Iris-versicolor
+40,5.1693051733246405,2.5272109529407945,4.003128763695383,1.2052713638321457,Iris-versicolor
+41,6.1922208693894625,2.691579343719945,5.156605296919347,1.9314134555590068,Iris-virginica
+42,6.520451922801726,2.7581273531308037,5.31324947953498,2.256735589924059,Iris-virginica
+43,4.744090146312094,2.7577969687612773,4.339745293578084,1.3042998593466626,Iris-versicolor
+44,4.993794041598914,3.180620630215367,1.4617910066041093,0.26798744692635296,Iris-setosa
+45,6.949049839027787,3.231628628488791,6.594538721150776,2.483418199464685,Iris-virginica
+46,5.807432698640524,2.776207021654901,4.451487571852164,1.7512841379863735,Iris-versicolor
+47,5.8808464107734455,3.6355685764217083,1.5689081676131797,0.29507564907952083,Iris-setosa
+48,4.710410742879192,3.453639584340012,1.4844342056676032,0.22926314763485495,Iris-setosa
+49,6.447309148223843,2.6530572784116164,5.655964358677041,1.8678893376100092,Iris-virginica
+50,6.022706582107327,3.027645363903485,4.214567302043978,1.2891071861421235,Iris-versicolor
+51,4.344568630176445,3.5743782256251357,1.2763341718561168,0.07423375232448226,Iris-setosa
+52,5.479171888048132,3.0957337788823,4.573123882553471,1.5224851601546765,Iris-versicolor
+53,5.230585785274474,3.436029481574404,1.5496183335368037,0.21911545081041156,Iris-setosa
+54,6.104092807197259,2.968234675638575,4.655041728295902,1.345625677044461,Iris-versicolor
+55,6.221799974076635,2.718161829952635,4.844995386355832,1.7377438923554962,Iris-virginica
+56,5.043529212360615,3.1284287053971394,1.748164783360542,0.45612163141065226,Iris-setosa
+57,6.016259823495323,2.901070334773312,5.244059653552117,1.9321354577526295,Iris-virginica
+58,4.753161011952221,3.4509931792703252,1.3159424926744934,0.3381787316559919,Iris-setosa
+59,6.361685197973686,2.7107210776494086,4.907703951743433,1.460402206135169,Iris-versicolor
+60,6.686608941070415,3.279941698788981,4.835601909315151,1.6311003903280321,Iris-versicolor
+61,5.186692869850425,2.796922433436247,4.4306040938718345,1.2921612053836302,Iris-versicolor
+62,5.089038196481104,3.6678755187354026,1.5923641587077848,0.45746487925489304,Iris-setosa
+63,6.773931531675171,2.9711940350811057,5.487390919639316,2.224477207296191,Iris-virginica
+64,4.917749497370463,3.064784275943587,1.3464327822920827,0.18858646120960207,Iris-setosa
+65,6.211688784134895,2.7993414884403505,4.994758083143764,1.5410791011078522,Iris-versicolor
+66,4.761419381176405,3.474771032902253,1.6267472747260168,0.24664223073177294,Iris-setosa
+67,6.311414181993247,3.030742773543848,4.712153854452916,1.7076679744230905,Iris-versicolor
+68,6.354519388285811,3.0994539353817783,4.4930520078310545,1.4641458287328868,Iris-versicolor
+69,5.0063728545978385,4.29545808851958,1.27366228332277,0.1620381166621415,Iris-setosa
+70,6.3131285358796765,2.754370793582116,4.416851708171112,1.4848350259383476,Iris-versicolor
+71,5.95109129340373,2.408374327135898,4.387179386218038,1.3572717128970588,Iris-versicolor
+72,5.552272423754982,2.597946403938486,3.7095591092277287,1.1894269786993368,Iris-versicolor
+73,5.899811643245727,2.9248198854574823,4.69138154688308,1.4636413579728502,Iris-versicolor
+74,6.11160415331508,4.227260903724078,1.7061146011082846,0.5724594743305519,Iris-setosa
+75,5.410059913022083,3.8871622322871136,1.1839616300331373,0.29516345986491554,Iris-setosa
+76,6.597331093602486,2.8766326393404826,4.158968219617082,1.5111250790975703,Iris-versicolor
+77,5.28364496371788,2.650958576135041,3.9907919930614124,1.3292833660029493,Iris-versicolor
+78,6.2791730557676635,2.724959495254723,4.386854885629559,1.4998971583313516,Iris-versicolor
+79,4.932443660441471,3.4909090003446144,1.5128875086119504,0.2045855079413051,Iris-setosa
+80,5.501435911107863,2.733446417405185,4.470784304935426,1.5204361966541302,Iris-versicolor
+81,5.420115105035346,3.6380347601175007,1.3697340043323512,0.2456130322026841,Iris-setosa
+82,5.832927875914567,4.118328181711599,1.682985521714351,0.3493199831907484,Iris-setosa
+83,5.276521642988795,3.20669624097923,1.214519988623978,0.1940739863269334,Iris-setosa
+84,5.504936793412409,2.5505850173355777,4.30131776884539,1.32868401390879,Iris-versicolor
+85,6.078991049543456,2.948859496608757,4.39574229459741,1.3526333122459535,Iris-versicolor
+86,4.650121502745451,3.3001846939520685,1.3165021961530576,0.19510332363900434,Iris-setosa
+87,5.96928360766584,3.1554505075838613,4.630654587626667,1.4358598047797375,Iris-versicolor
+88,6.838058969943531,2.9044308722531524,5.365226299622854,1.7004329139808065,Iris-virginica
+89,5.0572804512557585,3.3456915174177753,1.460923782982497,0.35462295160149626,Iris-setosa
+90,4.945413898135449,3.144162405256547,4.56284170272862,1.6675596365749006,Iris-versicolor
+91,5.797531766171987,2.593344822553698,5.079594079035328,1.7000752132953691,Iris-virginica
+92,6.07960465493925,2.4310511320313353,4.312649677000214,1.2178905219836533,Iris-versicolor
+93,6.445719176068203,3.0905488071588665,5.083291158769691,1.6183005257910774,Iris-virginica
+94,6.610402644677367,3.1145698256219907,5.306045413536404,2.027937064496416,Iris-virginica
+95,5.000740090567968,2.390656498679136,4.025647988491576,1.0603831368818488,Iris-versicolor
+96,6.20094871872721,3.2487412488484786,5.126014102385977,2.2204757343957624,Iris-virginica
+97,6.702965016367083,3.0362920415178225,4.976710888902631,1.5734758315261408,Iris-versicolor
+98,4.629565484313581,3.004796240332457,1.2122643186436184,0.12002641222565064,Iris-setosa
+99,7.5616806502153695,2.5741433680905663,6.09588710581167,1.9731885029281924,Iris-virginica
+100,6.18537208968193,2.9892225958972576,5.344387723375957,1.623611759226023,Iris-virginica
+101,5.079969256392827,3.9018947302149747,1.5802121420183324,0.09262398391464208,Iris-setosa
+102,6.073254080449126,2.719991781686646,4.349019727536416,1.2321472590118212,Iris-versicolor
+103,4.907876005530772,3.157923719459855,1.3024239653034413,0.15193195159902523,Iris-setosa
+104,5.059981888872961,3.0750814960339765,4.813806899975141,1.87085759453852,Iris-virginica
+105,5.823018596808158,3.920263395699197,1.4456537434905987,0.42920177422177586,Iris-setosa
+106,5.439125654470944,3.611786024243389,1.7432473460641182,0.2852919280824461,Iris-setosa
+107,6.052716410062848,2.901254132738397,5.588908247776356,2.1389761245984964,Iris-virginica
+108,6.305056910875218,3.0933493528130165,4.783315975058954,1.31719340970156,Iris-versicolor
+109,5.700937535842802,2.2725237588329796,3.5205186347452284,1.2154666086588652,Iris-versicolor
+110,5.048037936647199,3.364462972201908,1.6001595839747202,0.2620104904710463,Iris-setosa
+111,7.448419307744598,3.144235989211126,6.484863972350781,2.2342416367652014,Iris-virginica
+112,6.701711375284448,2.9765391913547736,4.93424000298676,1.4538661080597604,Iris-versicolor
+113,6.485535966781106,2.8613999722920456,5.201532620614518,1.927501120107744,Iris-virginica
+114,6.278361643760932,2.8350012604675827,4.973352024120823,1.8356095014678515,Iris-virginica
+115,5.750609079492631,3.0619933976102875,4.791871601838062,1.5903589998984091,Iris-setosa
+116,5.2684379888297395,2.8471289564853444,4.223637086848474,1.2764203159935064,Iris-versicolor
+117,5.864234974938287,2.845028392391651,4.223029499601507,1.2140284651577586,Iris-versicolor
+118,4.819997885450548,3.4603947786596914,1.45988877320359,0.3420363266882526,Iris-setosa
+119,5.8935725529310545,2.690747910290017,4.504846427678194,1.7783152009340986,Iris-versicolor
+120,5.875233889625295,3.2642470979009155,4.217079286193559,1.4136984477187702,Iris-versicolor
+121,7.6930774434041975,3.0285333922595923,6.493776016956082,2.1479109978374895,Iris-virginica
+122,5.5795101328313494,3.127479076351474,1.6305918234918926,0.36939077535622744,Iris-setosa
+123,4.80297793848524,3.144334117251826,1.4463201617078254,0.49365406798355327,Iris-setosa
+124,6.128535766483488,3.7065687368338747,5.785798626222254,2.522293866508119,Iris-virginica
+125,6.022625614112697,2.391383462020996,3.5932841056567026,1.1722398908987668,Iris-versicolor
+126,5.50202136101244,2.771483717132336,3.882423533958103,1.3895213362806582,Iris-versicolor
+127,5.559643558996741,4.018802088578402,1.821180421449759,0.6165210513132844,Iris-setosa
+128,4.877702326197064,3.5142721944588295,1.4029644918613338,0.2731613606821953,Iris-setosa
+129,7.27186298872727,2.840951718747334,6.120971803087367,1.8713202192403107,Iris-virginica
+130,5.911546151074125,3.011500026895603,5.458451422879182,2.167378090243247,Iris-virginica
+131,4.893217732645082,3.722962270739449,1.7347850405648544,0.5504909512627301,Iris-setosa
+132,6.858956330502444,2.876028504412387,4.7483851695155845,1.4958262232926687,Iris-versicolor
+133,6.881487519273392,2.987399246904825,5.382119382742724,1.533257026787997,Iris-versicolor
+134,6.173009702014043,2.9309028697927126,4.855337965885403,1.6095305799163118,Iris-versicolor
+135,4.471898900864705,2.8596519185818954,1.295127140488433,0.24687815263885773,Iris-setosa
+136,7.96940103014133,2.5765149188180656,6.895070107244927,2.2344966611695756,Iris-virginica
+137,5.390266798654364,2.660374028837455,3.875237100594088,1.1137145860811053,Iris-versicolor
+138,5.360831724817217,2.7808625070371917,4.417228122078499,1.4156524097749699,Iris-versicolor
+139,6.893235496025437,3.091457265447277,5.551470713232196,2.226523583496647,Iris-virginica
+140,6.517665403508389,2.819700717922909,5.236833658146561,1.9526308929182705,Iris-virginica
+141,4.6880768802891355,3.264981198943932,1.3121824941565707,0.17740057609844467,Iris-setosa
+142,4.69126637536044,3.527191227965978,1.4990185219751202,0.3896394813598354,Iris-setosa
+143,6.786366432097063,2.815767942244285,4.873138409988331,1.3576787297772428,Iris-versicolor
+144,6.57307473571327,3.089098051902198,5.050489590928184,1.62598146411802,Iris-versicolor
+145,6.751971399963645,3.024495509288451,4.946237288295843,1.4473519039408231,Iris-versicolor
+146,6.624592261186534,2.9376641674440824,5.356732623348785,2.047855308314786,Iris-virginica
+147,5.212363227018159,3.3584040387467122,1.3129935834592914,0.13408144304970526,Iris-setosa
+148,4.740307240630999,3.6351238159499597,1.5123157492312984,0.18230020695493848,Iris-setosa
+149,4.630175219436537,2.507308153148921,4.394868135338749,1.1719139761132347,Iris-versicolor

iris/tvae/df/12/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/13/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.955365418242546,2.8343704373585537,5.0830327242382545,2.0394667035791816,Iris-virginica
+1,4.662521448143217,3.037795506913553,1.4748383317796876,0.20915228022575463,Iris-setosa
+2,6.141357517817983,3.169123780510696,5.53885590680008,2.216179194872645,Iris-virginica
+3,6.9622792958889175,3.0246291345744165,5.8137788717949155,1.9181039912403821,Iris-virginica
+4,5.107617792415012,3.1539994101503748,1.4506475465593098,0.2921017588853669,Iris-setosa
+5,4.819316772175699,3.8860458816203938,1.560031402003097,0.21139867459468895,Iris-setosa
+6,6.108490912383106,2.5916376923968096,4.275668231713623,1.2927239188931297,Iris-versicolor
+7,6.121742406726766,2.2628304209680308,3.7953734350415416,1.0566599741573348,Iris-versicolor
+8,5.040117142095007,3.433304734018078,1.3136532105020133,0.122422059248981,Iris-setosa
+9,6.778090496947286,3.1736727426910707,4.972957224956948,1.5570225386333283,Iris-versicolor
+10,6.654783750486902,3.137908172498383,5.039898146495914,1.6376064982285485,Iris-versicolor
+11,6.554468758382717,2.74412940529426,4.672717588617936,1.432683516136908,Iris-versicolor
+12,5.04708904387284,2.1419361337300553,3.8156286613732915,1.2135239827187019,Iris-versicolor
+13,4.902399244170791,3.081786968898789,1.617165776601745,0.20158429776422424,Iris-setosa
+14,6.563366979376751,2.974462177312091,5.7087703900453475,1.9847789977993082,Iris-virginica
+15,5.970858810787532,3.0506908951292493,3.9885542528349682,1.1992855077215288,Iris-versicolor
+16,6.20506508870662,3.1016048995223704,5.398552853317779,2.298045158295417,Iris-virginica
+17,6.1442014649275265,2.74209182331274,4.3459444415091895,1.354721544626178,Iris-versicolor
+18,5.959335751824582,2.8701723864019812,4.5342796226057205,1.5539720057268143,Iris-versicolor
+19,4.919068842889912,2.987130358253887,1.2136220190524911,0.15020488470952284,Iris-setosa
+20,5.547522700706613,2.700757127032267,4.685584115408565,1.3174447218347887,Iris-versicolor
+21,5.150849439921208,3.7165498045825327,1.5520126670776344,0.19909095668905252,Iris-setosa
+22,5.135994060117618,3.1056637498502497,1.5229258041772835,0.21248183840669216,Iris-setosa
+23,6.168208741057616,2.743465716738116,4.167402476802599,1.1553724603229298,Iris-versicolor
+24,6.184495329200464,3.0595712889200715,4.701955560309351,1.4313282669244989,Iris-versicolor
+25,6.205935412626002,2.8316328526061945,5.340069796407777,2.1900615074747503,Iris-virginica
+26,4.928139314242567,3.9264655437159477,1.6336126117355043,0.2984778686552685,Iris-setosa
+27,7.112231708199182,2.814260291010023,5.899776333413697,1.7307642905429221,Iris-virginica
+28,6.309667589642234,2.8250960266682155,4.816655465568603,1.8584398191269997,Iris-virginica
+29,7.3720590044416605,3.6648526824308454,6.318800142055172,2.3079868888521373,Iris-virginica
+30,6.5106577640946846,3.079286753814068,4.837845212997446,1.6050129758283167,Iris-versicolor
+31,5.528702853817971,3.4276901078482,1.3588152677476018,0.1686995156927198,Iris-setosa
+32,6.835825479362205,2.782402700600062,5.833007774442437,1.8085855252608463,Iris-virginica
+33,5.780386909281862,2.6371649196709135,3.805874179286672,1.0708736223273627,Iris-versicolor
+34,4.784125569162984,3.256707508516201,1.54999270824385,0.2264931127088141,Iris-setosa
+35,7.081858238411963,2.940800630073819,5.663267214904094,2.1311577895569687,Iris-virginica
+36,5.087483578622639,3.3977414105767094,1.4274549075839917,0.1637361117227314,Iris-setosa
+37,4.942935036170802,3.6133205713528875,1.8314642096776397,0.4936501577236095,Iris-setosa
+38,6.5587118421330866,2.932726198814388,5.702263010888062,1.6552745039206007,Iris-virginica
+39,4.90378181053299,3.07385238418838,1.3287436110754378,0.3196722757402932,Iris-setosa
+40,7.437373461827638,2.9558871958124118,6.698564472912919,1.9435532991333857,Iris-virginica
+41,5.4634208583913075,2.5837736614366493,4.100247424886403,1.2365830514557867,Iris-versicolor
+42,5.494658074129177,2.79636212077777,3.9793713686505874,1.0456082624882455,Iris-versicolor
+43,5.960702174656017,2.8249867543631817,4.575605726963079,1.38655414384935,Iris-versicolor
+44,6.160935778698539,2.4620682530793676,3.71000807124196,1.09606323580932,Iris-versicolor
+45,6.445402123687659,2.9483902864490843,5.351434303811432,1.7742747600464253,Iris-virginica
+46,6.562406685574013,2.81254225232143,5.605294836906985,1.5181044734095364,Iris-virginica
+47,5.610135157601532,2.9196735782957934,4.266025047849017,1.205689374622398,Iris-versicolor
+48,6.692995959662052,3.0496626496500268,4.284713988645601,1.3803794851559283,Iris-versicolor
+49,6.01116834957882,3.027113200780249,4.521693421880989,1.2911660310012043,Iris-versicolor
+50,6.060994106056344,2.9034487334832604,4.815775675644888,1.7115293334702273,Iris-virginica
+51,6.171140637954514,2.7721977259033643,3.906300841021067,1.252569731493536,Iris-versicolor
+52,6.0656294696870665,3.0172486929117404,4.427000892554256,1.5480521147958002,Iris-versicolor
+53,6.215201317026578,2.936778782774139,5.297058727079264,1.8623684968391094,Iris-virginica
+54,6.309432527508646,2.9413542687764305,4.494681626194382,1.6113093167175352,Iris-versicolor
+55,5.232096056714977,4.5028655465051,1.8686288723947992,0.44165150838012446,Iris-setosa
+56,5.020597429375343,3.504973205272216,1.568433825343557,0.2583741649435065,Iris-setosa
+57,6.267797634515552,2.852937133110906,5.366223799839837,2.0668956830344554,Iris-virginica
+58,7.061544191899701,3.2904195698697705,6.214068722666282,2.421352420732222,Iris-virginica
+59,5.762924724244679,2.7525973303738622,3.850431619087579,1.1204430422811826,Iris-versicolor
+60,4.773494658155542,2.218925727585666,3.0228134298869516,0.9801017403901178,Iris-versicolor
+61,4.864624081227512,3.458521935053579,1.5529301148193382,0.3591088495550684,Iris-setosa
+62,4.491014251017562,3.2043224784287716,1.5163498380690588,0.26056112368048195,Iris-setosa
+63,5.963834623407068,2.8671479319909383,4.552143234330382,1.1270617287921842,Iris-versicolor
+64,6.857461039071764,3.0131981833546746,4.387031075854506,1.4086128517068988,Iris-versicolor
+65,6.367619766549168,2.898567150126161,4.042367441123197,1.3166203996620087,Iris-versicolor
+66,5.335421817957596,3.776905253233446,1.547750528896258,0.2687725531571669,Iris-setosa
+67,4.815491554475242,3.6185587637735406,1.2882337450561874,0.2224799060191563,Iris-setosa
+68,6.295318355915206,2.5429081754109455,5.2198737382489275,1.9220595737165036,Iris-virginica
+69,5.106901836023581,3.307398251697473,1.3797465548103336,0.32199395093974054,Iris-setosa
+70,5.120336917037589,3.461723348232569,1.688186509978733,0.4480136755951499,Iris-setosa
+71,5.477539183398977,2.4968530083859473,4.0261162841403,1.0515476980140421,Iris-versicolor
+72,5.660881376062651,3.8975682011140753,1.511288316439561,0.45387567346491675,Iris-setosa
+73,4.78723418875804,2.7938074151291086,1.3515503356198053,0.20498354768339833,Iris-setosa
+74,5.87903705876255,2.8770416364266276,4.710461484688464,1.7827733130536672,Iris-virginica
+75,6.563355469125932,2.956296757675674,5.003985433489528,1.6402674647018323,Iris-versicolor
+76,4.853648803873627,3.3460671450504855,0.9822110371154543,0.15590019409444855,Iris-setosa
+77,5.172334258892971,2.330016494501451,3.614601949279725,1.1441454043023012,Iris-versicolor
+78,5.962158895552347,2.9451947924009354,4.608556893722109,1.350661465616467,Iris-versicolor
+79,4.605480594961405,3.461512464067197,1.200621441871588,0.25190980178863176,Iris-setosa
+80,6.3288445906736746,2.9967883729587963,4.487665417565492,1.3486729702575837,Iris-versicolor
+81,4.202366337803524,3.1232059916892765,1.427374230769999,0.18772137904354025,Iris-setosa
+82,5.101992518306222,3.3992371523083755,1.5310576044909645,0.38209295863737425,Iris-setosa
+83,5.017672958811876,2.957546384415773,1.2864214834996268,0.1380513533321991,Iris-setosa
+84,7.073247217312342,2.9551746890423827,5.705163724734368,1.7271067526993544,Iris-virginica
+85,5.10775396178927,3.038395890728352,1.6047397493373845,0.324189711090273,Iris-setosa
+86,5.0241433949924135,2.844559952486966,3.6059265415707378,1.2640627771257373,Iris-versicolor
+87,5.308527845522201,2.8947851663347164,4.3255162350762415,1.3418702975836225,Iris-versicolor
+88,6.756178634701664,2.734264190782111,5.731147698590643,2.0072745065204725,Iris-virginica
+89,4.701051113045377,3.429928302561262,1.317643436072911,0.20713540678880468,Iris-setosa
+90,6.329084104931047,2.9045737488188306,4.406737285412212,1.349297438479915,Iris-versicolor
+91,6.6360170339224425,2.810931133437797,5.540699218620869,1.9958130769818005,Iris-virginica
+92,6.666839255125956,2.7350212913395406,5.358447089802407,1.7925691207473569,Iris-virginica
+93,5.678472531415885,3.901417052578255,1.428343263241483,0.41909925381120194,Iris-setosa
+94,5.822691575613748,2.861782671793512,4.647661843640662,1.345183317092483,Iris-versicolor
+95,5.582603458088591,2.7016248861235446,4.583299022012135,1.9576562185189186,Iris-virginica
+96,6.914516696790544,3.2349082224360153,5.869023653008052,2.3619139282549853,Iris-virginica
+97,6.386873354446517,3.006366502882557,5.110839422704673,1.5416918390149166,Iris-versicolor
+98,5.448679481205633,2.6690287683293517,4.4583360239497285,1.1136197659252662,Iris-versicolor
+99,6.37880967544399,2.726804731544166,5.158255817872691,1.7674210753076216,Iris-virginica
+100,6.223761053169961,3.009164238771326,4.903926576822374,1.552372272642167,Iris-versicolor
+101,7.536568277049037,2.8329253130170757,6.921502558000915,2.024688498396127,Iris-virginica
+102,5.084018693077188,3.1008089176198608,1.5742638237434297,0.15472094132180614,Iris-setosa
+103,6.52419559366359,3.0362084258949866,5.646497316098765,2.1693737290242248,Iris-virginica
+104,6.987901454703808,2.914368888276485,5.1433793805055465,1.6357958793134026,Iris-virginica
+105,6.128203467371102,2.666154676103424,4.676829334693798,1.3296326798180114,Iris-versicolor
+106,5.790886667064709,2.765144245241179,4.021072068504041,1.4840356879867989,Iris-versicolor
+107,4.9400850407609855,3.092248993413497,3.9755474993208018,1.3181425883510198,Iris-versicolor
+108,6.450389377370035,3.068813847340015,4.881068994789128,1.272707064326985,Iris-versicolor
+109,5.435303322102993,4.164697397717279,1.5088392277599876,0.3964743782544372,Iris-setosa
+110,6.557010569128186,3.4463394405849996,6.208319826201393,2.5472798934464533,Iris-virginica
+111,5.834221543685754,3.370463676901726,4.544675812812262,1.6027663751692096,Iris-versicolor
+112,5.850242864726555,2.8120503747836705,5.088699073814956,1.7664908182673693,Iris-virginica
+113,4.815483291645873,2.93016684757007,1.2341514792051846,0.13903571155125238,Iris-setosa
+114,6.596245662605116,2.936905771230759,4.11548189387361,1.2068265215402456,Iris-versicolor
+115,6.2813800753754565,2.976247531571058,4.793166186935704,1.5274311593738452,Iris-versicolor
+116,5.990983134155729,2.857326153541709,4.406557027998371,1.739437418660005,Iris-versicolor
+117,6.591128931806666,3.0784296640687896,5.280806942283749,1.5180347973851473,Iris-versicolor
+118,5.021902635662412,2.9702553761794004,5.168844678077041,2.0005199826780182,Iris-virginica
+119,6.5833673103317905,3.23585265708182,5.529623468809128,2.1263411332580717,Iris-virginica
+120,5.835650212433126,3.0047539678945165,4.9111142079102,2.094962006881544,Iris-virginica
+121,5.026232396598084,2.9176592188848423,1.4503007505954937,0.3037263632511682,Iris-setosa
+122,6.690808497866172,3.192024122102065,4.966891703663863,1.7182851096147647,Iris-versicolor
+123,6.790899433402718,3.1812991117886718,5.861971444841437,1.7356956071599656,Iris-virginica
+124,4.618882474437015,2.746201893723535,1.1682398064542092,0.20793848984464935,Iris-setosa
+125,7.112430244192183,3.1012900391689606,5.838492864368662,1.7073253239347184,Iris-virginica
+126,4.603727119825937,3.764962462670204,1.4760668916999249,0.186564351037699,Iris-setosa
+127,5.105338805909357,4.303609071621845,1.506303910065446,0.5569302799699059,Iris-setosa
+128,7.190745453649871,3.8320476187357526,6.4062081434527265,2.565856624581529,Iris-virginica
+129,5.874076415034715,2.9045343107193946,5.014362244938056,1.6995600019090824,Iris-virginica
+130,6.043201399421752,2.851492465458648,5.52262597392861,2.2166326457493977,Iris-virginica
+131,5.9455704446983,3.224483008219033,5.067189966829607,2.16373862036463,Iris-virginica
+132,4.9325661829975,2.383691108802697,3.0325795769102415,1.0275877388140389,Iris-versicolor
+133,5.720365389153973,2.9331254345476947,4.229026497020989,1.3954032816790274,Iris-versicolor
+134,6.4007641148518895,2.5657796384112186,5.252058356471933,2.057101428045934,Iris-virginica
+135,5.318197681271005,2.5497294295932535,3.972168974469316,1.3736659360021686,Iris-versicolor
+136,5.541832978502955,4.525109351378148,1.32992872461134,0.2423032427413244,Iris-setosa
+137,5.87337430402112,2.859714966836904,4.132873867508014,1.2302221554969588,Iris-versicolor
+138,6.990745587213059,3.0547936677207335,6.022855137113421,2.0837309186112507,Iris-virginica
+139,6.334790516727283,2.9793667935404717,4.74709505442256,1.5929743292239396,Iris-versicolor
+140,5.161410378280057,3.471769078006523,1.4177445037767884,0.22426615640302516,Iris-setosa
+141,5.470597176934737,3.1801583965087814,1.2712082258315691,0.1993208062138776,Iris-setosa
+142,4.983456784729601,3.6142115428493033,1.4962222888012355,0.23376242473691977,Iris-setosa
+143,4.984188183731552,1.935297046179943,2.29650777584593,0.6830912033966021,Iris-versicolor
+144,5.177448937141834,2.68970875708,4.34908702312261,1.4048588515420024,Iris-versicolor
+145,5.991908220757584,3.0428309375714635,4.456719669856835,1.3893827696791738,Iris-versicolor
+146,6.54842017628013,2.8544829041270297,5.276587986737819,1.7346195372013062,Iris-virginica
+147,4.590969296138562,3.186706031756695,1.3544678087606707,0.25428807691985483,Iris-setosa
+148,5.560660898114071,2.743883536038589,3.8528832510302613,1.1630408679410902,Iris-versicolor
+149,6.89920359765541,3.1235416647260816,5.258443083971714,1.8012504014708648,Iris-virginica

iris/tvae/df/13/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/14/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.193003434639142,3.2532453477211227,6.268997956994807,2.2784264361641653,Iris-virginica
+1,6.3785770901534855,3.018091343150341,4.8528697571310735,1.9261328868288972,Iris-virginica
+2,6.512058078722816,2.969645989909953,4.96831120275915,1.3757128305250694,Iris-versicolor
+3,5.092771239509016,3.0017610717833794,1.6350205541299196,2.0344100897997097,Iris-virginica
+4,6.008411210179874,3.5614594181736376,5.328286751297323,2.0459150719253962,Iris-virginica
+5,4.303954844163375,3.2476281308738333,1.7879797300730522,0.17859401124821084,Iris-setosa
+6,6.118122634534668,3.47012185166776,5.39583948333492,2.238158154336692,Iris-virginica
+7,5.364708180910306,2.825299005835601,4.273166724781231,1.4055285909464261,Iris-versicolor
+8,6.7066266504348535,2.7735032779911677,4.90314929243199,1.6273936203316897,Iris-versicolor
+9,5.872390187475682,2.7591241005520923,4.228963522457761,1.3569739839081982,Iris-versicolor
+10,6.7105363605042925,2.7923715640487927,4.497130294207708,1.4263979712504942,Iris-versicolor
+11,6.84033207467958,3.1298979919321517,5.822122378440244,2.2740093605459597,Iris-virginica
+12,4.758079564124489,2.8771316386749066,4.688628015170988,1.58361594294622,Iris-versicolor
+13,5.2812656806433464,2.3364756145153303,3.424163773433544,1.3292136523933336,Iris-versicolor
+14,5.826773100462774,2.7287235176465026,4.475241289708923,1.2959983982516183,Iris-versicolor
+15,5.005950636841952,3.2337317413178783,1.477117146103229,0.1289222736554813,Iris-setosa
+16,5.759927866731687,2.935438811730688,4.452493684043714,1.390672907205282,Iris-versicolor
+17,5.0463605557785955,3.64690547623602,1.6065541452665635,0.3264623306484544,Iris-setosa
+18,4.93926836686929,3.4704044832431857,1.5847584260131298,0.3239011529846322,Iris-setosa
+19,6.181846037736862,3.2140161868175987,5.398066528268932,2.1443623587508824,Iris-virginica
+20,5.392663578056708,2.6898923931385177,4.10878854334107,1.3950313255647862,Iris-versicolor
+21,6.365055901808254,2.9945828784130204,4.925410338521475,1.9157898434568326,Iris-virginica
+22,6.748068153440216,3.0329189975273927,5.376057715842406,2.254012336302153,Iris-virginica
+23,5.080158004505777,3.81401435481103,1.5194169528755412,0.2805577924619202,Iris-setosa
+24,7.677094614251163,2.561481915352414,6.935183569577928,1.912062107009533,Iris-virginica
+25,4.788045878100938,3.2750908558136267,4.542544208463698,1.3114325078284692,Iris-versicolor
+26,7.523290779552455,2.998626267445976,6.16177087238304,2.038899073216272,Iris-virginica
+27,6.611845558870453,3.1628578816766084,4.882151104684303,1.5248630054992476,Iris-virginica
+28,5.008511924512675,3.099547604981942,1.4052170442363507,0.17991874311152106,Iris-setosa
+29,6.401141053103836,3.1133537769345954,5.284260935678546,2.1929621054816053,Iris-virginica
+30,5.7178943323429445,2.7036513221942684,3.5942267757991315,1.2312910732844198,Iris-versicolor
+31,6.715145102546858,2.8905923623258496,5.721567430047791,1.6354407838032043,Iris-virginica
+32,5.030214474910052,2.9139210337857766,5.04132631202231,1.7016390296439865,Iris-virginica
+33,6.15426067286877,2.773122060305461,4.963498396969118,1.5749271663477444,Iris-versicolor
+34,6.1313163577800625,3.291541598074056,4.337010724285595,1.498953550610611,Iris-versicolor
+35,6.557213784478557,2.6277456680619364,5.5008293404848505,1.906197628385159,Iris-virginica
+36,4.958214426228373,3.1127830305162765,4.6247573789174234,1.6735598728581835,Iris-versicolor
+37,5.854036639307367,3.251312824228452,4.272650981903289,1.296406969071037,Iris-versicolor
+38,5.9688545310689225,2.9803270858663455,5.009639564615816,1.8621439739021715,Iris-virginica
+39,5.9572185109146805,3.2689930928914492,5.0441038387661505,1.9232753105738216,Iris-virginica
+40,5.959638328598812,2.544611575385382,4.712072509109229,1.550316173275894,Iris-versicolor
+41,4.968149951783413,3.1836818375249103,1.3752068310861008,0.22903618312373233,Iris-setosa
+42,4.987059493184884,3.004001901078789,4.751278297765819,1.5974004415661684,Iris-setosa
+43,7.2878561438947,2.8386172311497546,6.3012458517458185,1.8833694030525927,Iris-virginica
+44,6.394721856312449,2.6132035582246815,4.774445046610977,1.4875312156177398,Iris-versicolor
+45,5.772054801021544,2.8694843822300924,4.02962566602699,1.3497551362021172,Iris-versicolor
+46,5.342127361295153,3.159421680999897,1.407466000272584,0.2628033379445361,Iris-setosa
+47,5.04462519907646,3.6720625162143747,1.785147423934854,0.20859591700444105,Iris-setosa
+48,4.9772225031598225,3.137721147844306,1.2582672975246352,0.16677442655883398,Iris-setosa
+49,5.786700366943452,2.328378352423524,4.688543118856716,1.4395461541663301,Iris-virginica
+50,6.324117007322619,3.326457721911596,5.94172617428289,2.0141302011826268,Iris-virginica
+51,6.023371498887498,2.668961940268099,4.49162368504626,1.359923885709578,Iris-versicolor
+52,5.808423709988572,3.1254249143727915,3.6363024344124564,1.2725167654175673,Iris-versicolor
+53,5.243214230481478,2.332858290778876,3.264336234087848,1.0593778898398312,Iris-versicolor
+54,6.444458214045783,3.0421897766793218,4.734071857716263,1.4478173511985846,Iris-versicolor
+55,5.013653969701576,3.622583706207447,1.5125122162958111,0.18699415556428528,Iris-setosa
+56,5.3291302437762305,3.1385170753863907,1.6362421311883577,0.2833492444833715,Iris-setosa
+57,6.95590151175454,3.1128700398418863,6.029982011949687,1.771579233264494,Iris-virginica
+58,6.848230339226692,2.9749336170357297,4.8970069882192195,1.5385155385635865,Iris-versicolor
+59,5.099196596136318,3.288493762696384,1.1535654079785265,0.20266476984036416,Iris-setosa
+60,4.6099969198211985,2.9838169005630375,1.568861677800144,0.29273056024357214,Iris-setosa
+61,5.51976092003889,2.8375395147689346,4.764583814404961,1.437273696695061,Iris-versicolor
+62,6.448305501816874,2.925035096324096,5.45937746907378,1.7033970881991738,Iris-virginica
+63,5.677200675452234,2.768672752933412,4.145880616869301,1.030457277752518,Iris-versicolor
+64,6.178981898340608,1.9120976472257567,5.035293001444219,1.661497384638462,Iris-virginica
+65,7.281262494158423,2.9626865045271162,4.676553241224404,1.5080440508297943,Iris-versicolor
+66,6.634368919184562,3.7232184957070746,5.9203234867752945,2.619480315496653,Iris-virginica
+67,6.09758029810515,2.8106213495639616,5.151724718286667,2.1426521157824987,Iris-virginica
+68,6.200843505257635,2.0391113653578072,4.666660245880038,1.5205510099210735,Iris-virginica
+69,5.818385034562392,2.73405031684941,4.361611645322162,1.3658290414427365,Iris-versicolor
+70,5.5175943282897375,3.7932249851333664,1.5294584571118086,0.20250616430423934,Iris-setosa
+71,6.601469104658077,2.692352857676081,5.520966996330388,2.301479947975424,Iris-virginica
+72,6.468138842284201,2.7749447400187934,5.005551238419651,1.859941876716392,Iris-virginica
+73,6.835511481199701,2.8096980378010574,5.512930365123547,1.5287993038928802,Iris-virginica
+74,5.603539479637141,2.681839414681721,4.331658588630646,1.3497924650097703,Iris-versicolor
+75,6.62576461421245,2.933376121963895,4.791715006670485,1.5553083858051373,Iris-versicolor
+76,5.718712717195828,3.2520588337289786,4.953923391342682,1.6696655955398707,Iris-versicolor
+77,6.130196181929034,2.682046885722314,5.112557889124284,1.7705412994792595,Iris-virginica
+78,5.372850036944817,2.05675181924716,3.805027979442923,1.0638118299567911,Iris-versicolor
+79,6.215580178413917,3.0558598024454255,4.600675684976576,1.5168696093811707,Iris-versicolor
+80,6.53958707303951,3.124823710169884,4.625904093839574,1.3350335014739134,Iris-versicolor
+81,4.539308958959926,3.1304160213165626,1.1933863711209327,0.20635048386792967,Iris-setosa
+82,5.885916235563446,3.027130173978868,4.362534843492721,1.6475636164828689,Iris-versicolor
+83,4.955579102020611,3.3127189478431713,1.254482404394768,0.2767333045463028,Iris-setosa
+84,5.083614703287307,4.259999394931049,1.7415544281617075,0.39274764133329976,Iris-setosa
+85,6.181843681071412,3.2650830839623706,5.994782693382826,2.5132477745200665,Iris-virginica
+86,7.119706406260781,2.9543000063275993,6.457520148173313,2.3513913673864546,Iris-virginica
+87,5.441084290856868,4.2342955999492595,1.4155772075413877,0.177350925242228,Iris-setosa
+88,5.63544576927933,3.04025995724049,4.5632790764946,1.3551112766844926,Iris-versicolor
+89,6.446915826479554,3.0231505658079643,5.381327302521367,2.2078884179275295,Iris-virginica
+90,4.844045090053328,3.292228404682097,1.3003026298327356,0.2048415680135226,Iris-setosa
+91,4.7792478058757055,2.936549549912821,1.3501191644328459,0.17295028662681117,Iris-setosa
+92,6.770628621096713,3.1405807660898146,5.632583397426628,1.9093087394105355,Iris-virginica
+93,6.42948015428978,2.905543531441068,4.521421764456048,1.6154910124797768,Iris-versicolor
+94,4.702970549968076,3.332121880871734,1.2687298613000495,0.17577072501120516,Iris-setosa
+95,5.9051143671754325,3.0962394495423893,4.886434201139073,1.574415453923956,Iris-virginica
+96,6.041940216681851,2.6752131038874847,4.520709122396994,1.28409668892109,Iris-versicolor
+97,4.892484877889273,3.155348059371545,1.3936897973711702,0.1598209983363289,Iris-setosa
+98,5.784166404788135,2.539502448278306,4.281898832741334,1.3664796634747878,Iris-versicolor
+99,6.204549923531971,2.796637924615124,5.453829844006111,2.0614637829794966,Iris-virginica
+100,4.729369925710232,3.370198247762878,1.5028364033895012,0.19808087844713618,Iris-setosa
+101,6.823795486007626,3.4479961918112974,5.831167691405507,2.235338224412011,Iris-virginica
+102,5.644927560716407,3.1210285820466432,4.310591587640079,1.4623457498778214,Iris-versicolor
+103,5.977970184401288,2.87552742769448,3.741813799690419,1.2418589092742947,Iris-versicolor
+104,4.935582975726557,3.1173556546519907,1.4209243665767233,0.17778032797462162,Iris-setosa
+105,6.77284721674035,3.438826828738387,6.6517690362778294,2.6747209865204833,Iris-virginica
+106,5.116484596000146,3.6086370591753294,1.624050384994409,0.2980068113205951,Iris-setosa
+107,4.817505557298892,3.1285889905312354,4.218315828163691,1.4677320427302922,Iris-versicolor
+108,4.470542610283688,3.0823157794224953,1.0468781452884213,0.15091470637283827,Iris-setosa
+109,6.16783291679578,2.620550594939953,5.692391509886143,1.9273885275150968,Iris-virginica
+110,5.58710381075995,2.806350459252594,4.278882642706287,1.5456004793691245,Iris-versicolor
+111,5.772231335556036,2.844381257868245,4.200991909953867,1.1683157375069915,Iris-versicolor
+112,4.69660993451145,3.709406779508695,1.5278114524386268,0.24588149430979514,Iris-setosa
+113,4.901826461804357,3.529737792629147,1.4866619586880816,0.22468936519992488,Iris-setosa
+114,4.97810633223577,3.484711487668868,1.5894325715388966,0.3374081366649966,Iris-setosa
+115,5.8888647586108815,2.628233005131451,4.63330737877376,1.3759390050357876,Iris-versicolor
+116,4.635373188276477,2.3192388145843883,4.375177929334415,1.3087532836630333,Iris-versicolor
+117,6.986559983690563,3.47265158403075,5.757508861445907,2.130393702464663,Iris-virginica
+118,5.017355834594663,3.605680705225525,1.5748786110909392,0.5004205145003234,Iris-setosa
+119,6.4711252944212685,2.8945526039142058,5.346381286856482,2.0657754337765217,Iris-virginica
+120,6.38385757628958,3.3272149498411054,5.46657860209361,2.052747797807243,Iris-virginica
+121,6.174149394265641,2.767074753136638,5.119672460496959,1.5261556568223917,Iris-virginica
+122,5.034418336321279,3.2747256583098676,1.4780971869246855,0.2428136409374782,Iris-setosa
+123,5.8328557710457405,2.5725735142303696,3.645008796140317,1.2369518487444524,Iris-versicolor
+124,6.827073222145626,3.0139271824144607,6.160115439953679,1.8682759802747828,Iris-virginica
+125,5.945732744699328,2.3474893353170057,3.8746128474533013,1.1724677082913588,Iris-versicolor
+126,4.657496993996446,2.719275268456003,1.4375740716812442,0.09465162255636878,Iris-setosa
+127,5.919470763036486,3.2343637007502424,5.054661903568616,2.461284556613168,Iris-virginica
+128,4.823066328500236,3.462329988014992,1.4950858146297528,0.2710820182394702,Iris-setosa
+129,7.105845672747077,3.057403581447164,5.967065113739569,2.0456023479536287,Iris-virginica
+130,4.066304518201674,2.859194456537389,1.1761666684472198,0.18372440878762866,Iris-setosa
+131,4.573404077492821,2.6657885302213074,1.2866281326719011,0.20105891664105424,Iris-setosa
+132,4.9766352875492865,2.772290302463436,1.4552447563878885,0.5188918233887327,Iris-setosa
+133,5.895018110254578,3.8964086719602857,1.615846104207488,0.4086656399297779,Iris-setosa
+134,5.712158117325364,2.62015774188552,3.570413507574354,1.0432577260424483,Iris-versicolor
+135,6.192277215706702,2.991277208531857,5.103457845308499,2.248896037969003,Iris-virginica
+136,6.83339335348293,2.899913851403606,5.425841714066831,2.0704043495622493,Iris-virginica
+137,4.5174255867861515,3.110470415039828,1.0492101376915113,0.22984669733189317,Iris-setosa
+138,6.864867039363133,3.2381406013318497,5.8645077631901525,1.8133572925090453,Iris-virginica
+139,7.577795219546422,2.9741068595463416,6.197809057551755,1.9033243733351166,Iris-virginica
+140,6.356499169125817,2.785803437869304,4.768027942302803,1.456868458728757,Iris-versicolor
+141,7.916314290786676,3.3824260851092136,6.334394134555913,1.9723549650009984,Iris-virginica
+142,4.76584687088599,3.3557922074650115,1.426279140539162,0.21980336338439088,Iris-setosa
+143,5.879389595534081,2.7754681492453894,4.983356779704892,1.965416814763843,Iris-virginica
+144,5.523198296394781,3.098989674544527,5.160588201374712,1.7480052906190287,Iris-versicolor
+145,4.983508304408796,3.085807624487349,4.997849179286862,1.6624823188279283,Iris-setosa
+146,5.913321012365055,3.012050959534807,4.468230352417151,1.3513299199356688,Iris-versicolor
+147,6.090841870920896,2.826898049466791,5.720449813727121,1.9070855292824818,Iris-virginica
+148,4.966086654724039,3.8456439749736724,1.500485326069059,0.27379836936121466,Iris-setosa
+149,7.368135733170103,2.9804377595968825,5.752200706508253,1.980133169185339,Iris-virginica

iris/tvae/df/14/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/15/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.282314986366652,3.253022438020948,5.01466744646715,1.643860766585551,Iris-versicolor
+1,7.486838325497424,2.6331636448498146,6.341542964315675,1.852262409317377,Iris-virginica
+2,6.733729421332087,3.0650174707724824,5.52775592453151,1.9867559344645223,Iris-virginica
+3,6.341990065590397,2.640431732835442,4.228635442404901,1.2514916867549317,Iris-versicolor
+4,4.914373724523711,3.3342652547930927,1.5153070632714982,0.45184494604570064,Iris-setosa
+5,4.269092258400979,3.4360723670443702,1.4015952624468757,0.20460046165691753,Iris-setosa
+6,5.579805868945662,3.9678227210132113,1.4721985518138274,0.4862315393631875,Iris-setosa
+7,5.722968375897941,2.777811988890675,4.680048917617468,2.1438075228070708,Iris-virginica
+8,5.133454340894622,3.4707392352797224,1.6032667120902249,0.425820945873445,Iris-setosa
+9,6.8568933231458455,2.8914224740966916,5.8373065191312605,1.7599354881926803,Iris-virginica
+10,4.890176933733171,3.5542989833959107,1.4177087849505652,0.2811429561181347,Iris-setosa
+11,4.690360013753155,3.3984300301062547,1.4270902398004377,0.26107691081710427,Iris-setosa
+12,6.190574938793469,2.796388920293015,4.883782541819179,1.4652156341520688,Iris-versicolor
+13,5.904947063737385,2.219961851103525,4.022807246962964,1.2537218796339935,Iris-versicolor
+14,4.979875996589444,2.19727930179346,3.190132768338822,1.0433916426829462,Iris-versicolor
+15,7.297227725146606,3.0411674818767573,6.117235024542804,2.2847162180828318,Iris-virginica
+16,6.911494708822358,2.7939982448406377,4.866897010994629,1.3514869007351855,Iris-versicolor
+17,5.842262076663606,3.2495429777562874,4.229263591046863,1.4112503429023302,Iris-versicolor
+18,6.157576265941077,2.9248448342866817,4.665826827578057,1.6058291842182342,Iris-virginica
+19,6.2439056499265035,2.470264595677021,4.237872897244447,1.1921953411524886,Iris-versicolor
+20,5.034773540073542,3.164201026509248,1.4712769153310792,0.20234324174571358,Iris-setosa
+21,6.043946012291132,2.892765232418424,3.8808187267285863,1.1940662233668486,Iris-versicolor
+22,6.0096385286888685,2.8900493300694365,4.873131859448559,1.689534894667471,Iris-versicolor
+23,6.608053729964201,2.7755794390631743,5.107877425587417,1.6736851050466781,Iris-versicolor
+24,5.551900109032096,2.668455196740594,4.118500647485044,1.206799052900983,Iris-versicolor
+25,5.5537957880788245,2.7143262853646726,4.207707586542723,1.3379214497672922,Iris-versicolor
+26,5.7616115987121415,2.806143428802766,4.483604616672237,1.9558853194228247,Iris-virginica
+27,6.121245511049452,3.179955262890471,4.795363965112867,1.638124973073907,Iris-virginica
+28,6.243023893321283,3.0293873926261257,5.112019000454212,2.0159548106465923,Iris-virginica
+29,6.145399234205398,2.7531942718581415,4.568341586834226,1.462383376929473,Iris-versicolor
+30,6.4929257304973085,3.166431284683249,6.515288716833467,2.6335730178423775,Iris-virginica
+31,4.973649076966773,3.4286745871030107,1.3990449193477819,0.29996483134729546,Iris-setosa
+32,5.917885922135894,2.906987853889441,5.192377585972642,1.891328866173362,Iris-virginica
+33,5.613792129153896,2.836054451375781,4.027949036908199,1.4911429100426574,Iris-versicolor
+34,5.081499343643451,2.952613059916323,4.609123379776905,1.8501704657349156,Iris-virginica
+35,6.750375624070747,2.917852958338998,5.382794416723783,2.201507935053124,Iris-virginica
+36,5.0706216843363086,3.767085805157579,1.723736740749486,0.4225000721165142,Iris-setosa
+37,5.768242529922733,2.8158934315000037,5.072179580159661,1.5321912813706668,Iris-versicolor
+38,5.597707177652252,2.636859411152049,4.129776332805166,1.1639874286471281,Iris-versicolor
+39,7.440195481407969,3.1702399450213887,6.297518006235723,2.123390253978128,Iris-virginica
+40,6.812333691375079,3.1567600283188817,4.847778714581038,1.6050184664851042,Iris-virginica
+41,5.79193837419856,2.8189985968325484,4.522653207046286,1.5784769532364604,Iris-versicolor
+42,6.336071440489074,2.7763425563836956,4.229015792025415,1.2476330915706157,Iris-versicolor
+43,5.763980383254317,2.872263335486043,4.638283865898581,1.4686104911954434,Iris-versicolor
+44,7.247796120102793,3.560044349532665,6.706714033335805,2.396857569039068,Iris-virginica
+45,5.6717100689336215,2.799742043233853,3.862804462088632,1.2888943234951666,Iris-versicolor
+46,6.139329704355602,2.3173241415008534,5.349126871752777,1.6298766216109442,Iris-virginica
+47,5.160065608157613,3.387947785595281,1.5081627333228118,0.14807502533293765,Iris-setosa
+48,4.8793071064277616,3.023940040623754,1.3367960101050342,0.16686011397299527,Iris-setosa
+49,4.881194470288767,3.081655324126645,1.2159126462219305,0.1834280870121256,Iris-setosa
+50,5.203851401772303,3.5246249292112934,1.5099557644371677,0.15586979042566568,Iris-setosa
+51,6.467155214682418,2.763387131937485,5.126579644473113,1.6599115072937711,Iris-virginica
+52,5.773175778294712,2.7514016769630087,4.029404557562344,1.5222226266082484,Iris-versicolor
+53,6.139574310845272,2.649908148254306,4.567971505721289,1.3225753315338817,Iris-versicolor
+54,6.77626309450498,3.0305853690835196,6.185884731758897,2.1100928714759055,Iris-virginica
+55,6.796793027086805,3.0120458880333376,5.118534751255697,1.7904680036288492,Iris-virginica
+56,6.052712472630265,2.809197502442622,5.099535533225637,1.6174324779088334,Iris-versicolor
+57,6.401310498389741,2.969751289030527,4.611392412071565,1.3017241002649607,Iris-versicolor
+58,6.13913447347686,3.196952955494456,4.769276013783003,1.3444263096085336,Iris-versicolor
+59,6.336751039738261,2.79719012693632,5.336360090731774,1.8149849031432101,Iris-virginica
+60,4.437665583258695,3.077179062363047,1.2522591890765902,0.265157299889769,Iris-setosa
+61,5.06327796294414,3.4821367038419235,4.883814716404451,1.5882862280066505,Iris-setosa
+62,4.8950048024173185,3.090680468733603,5.111215661268658,1.8907194406681256,Iris-virginica
+63,6.3769715021000115,3.0532709276608148,4.392847224369123,1.378706410055185,Iris-versicolor
+64,5.01853739871584,3.5610700839276004,1.3157575553016547,0.2657267830414434,Iris-setosa
+65,6.218819063197542,2.789756735098123,4.105788582233241,1.4563087848931426,Iris-versicolor
+66,5.417608346988328,4.414134488616294,1.2065146527009818,0.1812613793304143,Iris-setosa
+67,4.693315664823476,3.107002808015344,1.1224900145049237,0.19716546354819534,Iris-setosa
+68,6.4505372893072375,2.9409006725439495,5.137950927143323,1.8999111255610888,Iris-virginica
+69,5.256245093606544,3.429507812634441,1.5052936467601192,0.18294506573862834,Iris-setosa
+70,7.053533301278173,2.940291590099992,6.1893827003900155,1.618051147765579,Iris-virginica
+71,4.438023086171732,3.2569059420180846,1.260507679476986,0.23249143260932412,Iris-setosa
+72,6.206158445064984,3.0226196008916197,5.056311037021418,1.6382650027360222,Iris-virginica
+73,6.792379827034259,2.860521840122555,4.943292952132591,1.689376791084262,Iris-virginica
+74,6.127662716257679,3.121415865191215,4.476949743015744,1.2615500373696644,Iris-versicolor
+75,6.507724598691525,3.1060719118220614,5.090988172539689,1.5595738002768629,Iris-versicolor
+76,6.911183725237811,3.3902856681145206,6.383910572167654,1.8593979743394347,Iris-virginica
+77,7.32199628405428,2.880589302684214,6.269799182317422,1.6923479820354523,Iris-virginica
+78,6.455548631543174,2.735727686691754,4.472470197785544,1.530744778883837,Iris-versicolor
+79,6.229397843440521,2.8272802373672086,4.456533924791441,1.3224513499211317,Iris-versicolor
+80,5.084374961539357,3.5133582487479247,1.6024771004913163,0.3989634127350304,Iris-setosa
+81,4.937709544477179,2.5232604247746213,3.480554860372227,1.0550279136883882,Iris-versicolor
+82,6.238476093090365,2.843952169651426,4.737964214384179,1.4993626405106946,Iris-versicolor
+83,4.8550931194752724,3.673078657611361,1.7487917430382522,0.1623340192812258,Iris-setosa
+84,4.852506479157158,3.2446115181732327,1.2434027521341116,0.21734260734144537,Iris-setosa
+85,4.815783919763886,2.6003444329862253,4.22784838955885,1.5797326978577964,Iris-versicolor
+86,6.3430390863997355,2.7621116967546357,4.94132838422409,1.6508204507628197,Iris-virginica
+87,7.01901463339002,3.123170351901445,5.944334583395643,2.2467041327775354,Iris-virginica
+88,4.816249520000881,3.4489782708240115,1.5324050228253456,0.20844695411526512,Iris-setosa
+89,6.030322829583061,2.977940943230442,5.137900270675526,1.696487902286028,Iris-virginica
+90,5.013195703362546,3.8963745110242956,1.6101078417433587,0.4256745158676984,Iris-setosa
+91,5.9333637668823505,3.12089698773703,4.3284017567105835,1.5792851999716093,Iris-versicolor
+92,6.488318263852275,2.8072239751193466,4.703051684306266,1.5790525425846196,Iris-versicolor
+93,5.653488529541853,2.378871077300632,4.014680709141067,1.1820567980767887,Iris-versicolor
+94,5.927634402247982,2.963556982296708,4.529456642727675,1.5844951608960423,Iris-versicolor
+95,6.9785277396583405,3.1566637377734503,5.654274036212127,1.613940890975468,Iris-virginica
+96,6.485146612673316,3.3523903679141203,5.599915636103094,2.37732587718956,Iris-virginica
+97,6.022277228520251,2.7725088116081045,4.495745434596818,1.5601976067557557,Iris-versicolor
+98,4.967801355567069,3.4296889517235694,1.4522640681189332,0.20131936959085564,Iris-setosa
+99,4.7309736881613125,3.065712854619513,1.3771543602450182,0.21680689012071733,Iris-setosa
+100,4.711460285057293,2.7601608878034973,4.798689912017765,1.5478464574337056,Iris-versicolor
+101,6.259300253438111,3.0100603409871263,4.836419995059855,1.574166499158689,Iris-versicolor
+102,6.164559522229354,2.8411709424207006,5.019143604273628,1.6036477119484887,Iris-versicolor
+103,7.2539197971635545,2.8316772504108583,5.055773478033462,1.4949433695679102,Iris-virginica
+104,4.83112749779249,3.415435301223419,1.473618825144248,0.18437547140011531,Iris-setosa
+105,5.50483986325427,2.6000379806995646,3.9700001159454117,1.1165548034504806,Iris-versicolor
+106,6.183786254831303,2.857009221586608,5.530454504791304,1.8492480515984717,Iris-virginica
+107,5.121986730251307,3.495597258343885,1.3674418693123254,0.22559425136465494,Iris-setosa
+108,7.601351669057259,3.042499197989215,6.013307422281982,1.8448444877239578,Iris-virginica
+109,6.529748326514438,3.102373776743081,5.450580851115729,1.744572431194839,Iris-virginica
+110,5.701929418233587,2.5346237298681333,3.869775664647092,1.1727414624918415,Iris-versicolor
+111,6.114081478221843,2.634413428235892,4.628808333371283,1.602752555135462,Iris-versicolor
+112,6.66093243919952,2.5811162606160694,6.073038471277204,1.677144391784381,Iris-virginica
+113,6.027334946186483,2.9868827262441275,4.1848179806887185,1.2809742087535059,Iris-versicolor
+114,4.942617356637265,3.7541052566741726,1.5786144235010875,0.5677045738833428,Iris-setosa
+115,6.270916625695,2.9371602285863947,4.0545172983172675,1.302624944378977,Iris-versicolor
+116,6.163232001091085,3.132897846778213,5.113822906692261,2.1981142992025564,Iris-virginica
+117,5.103701679815871,3.7711775330362274,1.3946365992818517,0.18930659140321643,Iris-setosa
+118,4.887127357071758,3.2916131920073033,1.2789934821688247,0.19233295712494086,Iris-setosa
+119,5.492027543276207,3.4713324622837987,1.2476109029615263,0.24494624672935425,Iris-setosa
+120,4.9926919723719,2.744591296696384,1.3470145687328845,0.13001733761395678,Iris-setosa
+121,4.862856628888571,4.121640690914852,1.3315199152757284,0.18823338337939796,Iris-setosa
+122,6.030299094669788,2.7509738950310743,3.6246571100517313,1.3953543098910783,Iris-versicolor
+123,7.061100767952961,2.9148421489864687,5.114687027560895,1.9328846827548078,Iris-versicolor
+124,4.884019121481217,3.533788659726268,1.6316794706759303,0.21143940104162928,Iris-setosa
+125,5.153146540336022,4.0268909579103624,1.271023668162765,0.11195535776552665,Iris-setosa
+126,6.159661548880697,3.2402394070117775,5.458167989516257,2.2626094796899414,Iris-virginica
+127,6.697096480055564,2.9233311063190994,5.945298902357938,2.1384307560777525,Iris-virginica
+128,4.923901726531257,3.73818895071054,1.2489180251692389,0.2692299920170159,Iris-setosa
+129,5.807745270761983,2.659684748604456,5.266527505526548,2.2159932550737618,Iris-virginica
+130,4.9989915590117295,3.2648399238004293,1.5658453741526592,0.2971470824787318,Iris-setosa
+131,5.8853278543719565,3.193146120214985,5.260838320383657,1.4710846962257857,Iris-versicolor
+132,4.9658233039614075,3.4463765110904507,1.353804614929265,0.20557796355708116,Iris-setosa
+133,5.002237879662262,3.512167344370853,4.960920384801565,1.6396016896134715,Iris-setosa
+134,6.454068261384061,2.951228841711556,5.3991513244536895,1.7886598370705105,Iris-virginica
+135,6.867234851341004,2.7324540630961485,5.386356611459617,1.635344776224637,Iris-virginica
+136,6.368548152940187,3.0418390829591795,5.039441570367676,1.4493951408900496,Iris-versicolor
+137,4.945546082492178,3.737714528196717,1.501587667441322,0.43181220209469706,Iris-setosa
+138,5.346076172239379,2.7887003274646607,4.096784630123409,1.2918765063115611,Iris-versicolor
+139,6.909394805123647,2.6210266340716606,4.698859262243367,1.42732304324814,Iris-versicolor
+140,5.818240376233193,2.764264816181221,4.105019727418848,1.4384364685316011,Iris-versicolor
+141,7.340299054333273,2.8682991688895587,5.2515906519294475,1.7961939828955984,Iris-virginica
+142,5.530870994704267,3.726845183586917,1.4423133605290372,0.21572814741985727,Iris-setosa
+143,5.384584831076077,3.316930468033174,1.3311007178067227,0.19408349432152638,Iris-setosa
+144,4.585888679990745,3.342061942782526,1.2277045893001586,0.20681846894173417,Iris-setosa
+145,4.834673857389324,3.373123665730328,1.393112351858639,0.2399122572781606,Iris-setosa
+146,4.443345520547954,3.438341832081103,1.3365756182414452,0.16046316316926146,Iris-setosa
+147,6.35112578773259,2.611967292405472,4.5306370840276875,1.4845667830048994,Iris-versicolor
+148,5.998748981719818,2.53604661283664,4.173242706275324,1.3556151857458048,Iris-versicolor
+149,6.2943140194253475,2.8857435629707715,5.2241912041969165,1.9507625510869953,Iris-virginica

iris/tvae/df/15/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/16/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.851106048298233,2.5228271025424127,5.0495064520231505,1.8937589281306733,Iris-virginica
+1,4.6254608550979,3.6053536776127397,1.4798432445200054,0.21079361412821027,Iris-setosa
+2,6.463467756002839,3.147333134238607,4.962874407806317,1.6673768394299713,Iris-versicolor
+3,6.181668957033879,3.038432792914402,5.004642468824918,1.8697444319244696,Iris-virginica
+4,5.7031174141284655,2.91241161074757,4.68345800091036,1.541263126445708,Iris-versicolor
+5,5.50320829467752,2.917278543735057,4.022935862440253,1.4540334687800638,Iris-versicolor
+6,4.7973436263655325,3.484583918008783,1.3799255353781135,0.1880877495570723,Iris-setosa
+7,6.282880536391957,3.1529187183471,4.2598597032610135,1.6338311251203106,Iris-versicolor
+8,5.018611235647143,3.7303271240636153,1.4412234712872802,0.3184003643252381,Iris-setosa
+9,6.56595661619004,2.9205424045981796,5.261355125334348,1.8120425266765854,Iris-virginica
+10,5.924309368253642,2.589855733338342,4.5373010675842655,1.311384121026619,Iris-versicolor
+11,5.03981362679259,3.582057779349652,1.4676565811983702,0.18079417928188102,Iris-setosa
+12,4.733598973414092,4.118087946730752,1.2307129710469558,0.14265373744338342,Iris-setosa
+13,5.963724534437572,3.408698232647891,5.323422739335177,2.2411774153805544,Iris-virginica
+14,6.095623932607944,2.673138317447729,4.329942447912822,1.4771352445728603,Iris-versicolor
+15,7.659535039657039,2.8020721150900556,6.272270844420959,1.7183375270036951,Iris-virginica
+16,4.559239211842771,3.201070657489987,1.212717740510675,0.24765729257802732,Iris-setosa
+17,5.2234735160955275,2.3874081442128987,4.682389929594078,1.2419725107875792,Iris-versicolor
+18,6.52981675569198,3.089498444293003,4.602711287386801,1.4710663005314835,Iris-versicolor
+19,5.4015461110782725,2.725882960348987,4.242868789874199,1.223485094415298,Iris-versicolor
+20,4.745532797119632,3.271954537600528,1.237653465194172,0.2725241120097996,Iris-setosa
+21,6.243660386771112,2.879315319099066,4.688521576192607,1.7790634432621808,Iris-virginica
+22,7.5068215699702225,2.942586816566352,6.204187288212545,2.0215735667558343,Iris-virginica
+23,5.244995214348231,3.4366717856910953,1.5571978016778079,0.17968680091291048,Iris-setosa
+24,5.0074306252953935,3.215234826881287,4.525572137601289,1.4889456606304095,Iris-versicolor
+25,6.219744251466493,3.142973750414438,4.618653989245921,1.601205570711321,Iris-versicolor
+26,5.098673135143234,2.5728311594481257,3.727643782114334,1.3276174994110836,Iris-versicolor
+27,7.0987643203383515,3.081604807602552,5.82882199107481,2.0089978174138015,Iris-virginica
+28,4.822293472818518,3.2046509782369785,1.6488359924935234,0.24554059225971894,Iris-setosa
+29,4.847786309022848,2.8053368121329254,1.2442319574794927,0.15261651073948213,Iris-setosa
+30,4.836046221601412,3.732334510743535,1.3893588000567505,0.16763074034452796,Iris-setosa
+31,5.836564591005348,3.2004995053879606,4.321445548881447,1.751785423265806,Iris-virginica
+32,6.263580100026816,3.028057084049912,4.741541743742446,1.3559464794109495,Iris-versicolor
+33,6.771707576203285,2.7500108248309147,4.347504256321346,1.3889938796979784,Iris-versicolor
+34,6.0922161424426395,2.768748962296843,4.71740087227538,1.6636863315168227,Iris-versicolor
+35,6.2286934472087045,3.0682044003357936,4.6103935893202825,1.522904669890308,Iris-versicolor
+36,5.1653034076359665,3.8090767965355115,1.4680360448584282,0.24386568412026335,Iris-setosa
+37,5.617007132274331,3.1291274043131176,4.235402149152519,1.0893292059004271,Iris-versicolor
+38,5.792457557426648,3.0130496701913274,4.721822316436607,1.6575041308076885,Iris-virginica
+39,4.766099345111581,3.1081237466003486,4.808180431225216,1.4305470545468555,Iris-versicolor
+40,5.9827544486318445,2.8673753846507157,4.704810599965615,1.3504058793200413,Iris-versicolor
+41,5.015500949323352,3.144223703090419,1.409286572528103,0.11988903177955221,Iris-setosa
+42,4.774473107431563,2.290107986670317,2.741193979948728,0.8994793783589565,Iris-versicolor
+43,5.291896751395654,2.3022497999081306,4.209046333006098,1.473928555444797,Iris-versicolor
+44,7.064814375154402,2.950354608780744,6.032196977838262,2.401790591839331,Iris-virginica
+45,5.287913986626116,3.413565302881876,1.5288043084958844,0.2864163553796041,Iris-setosa
+46,5.914784921566088,2.8824975525681396,4.3794252992353595,1.4209943258407665,Iris-versicolor
+47,5.870614716999928,2.946093233845334,4.31233764353029,1.221112307446345,Iris-versicolor
+48,6.168678347525451,2.8108923992472086,4.74651445329003,1.6432423573403905,Iris-versicolor
+49,6.137571227172068,3.1863431277757854,4.643086103173577,1.7212192489976539,Iris-virginica
+50,6.969982151718347,3.032011842168296,5.498834061679526,1.7845976558796417,Iris-virginica
+51,7.0591899298073955,3.317016326062733,5.875370454263647,1.93455170454663,Iris-virginica
+52,6.169083677447896,2.94564347005486,4.158826357023992,1.2790390608919027,Iris-versicolor
+53,5.985814087827891,2.598709545523727,5.089275727097331,1.7602931310073593,Iris-virginica
+54,5.1381924481411065,3.6133476225767494,1.6213120714347746,0.21093115264618165,Iris-setosa
+55,5.540415905811693,3.5160407568787195,1.4392276005541047,0.19974133045608408,Iris-setosa
+56,5.525844570846983,3.8433811180997024,1.4980002115987778,0.26666488677106387,Iris-setosa
+57,5.101812065897173,3.7621200560703723,1.5773324214924178,0.27580034630219513,Iris-setosa
+58,6.160653845548593,2.2987446909769575,4.45882125572866,1.3080418140074468,Iris-versicolor
+59,6.10361198961121,2.5890566288978163,4.037766660821124,1.144028782724684,Iris-versicolor
+60,6.40407180412436,3.6129880812438566,5.447950851778641,2.148670282973269,Iris-virginica
+61,4.849982650558404,3.3067336801968557,1.1945550684286572,0.19287218245233487,Iris-setosa
+62,5.6611392191214165,2.731987299196611,4.004268317432109,1.1887203010393927,Iris-versicolor
+63,6.253720869775896,3.0759133610140172,4.16347209285821,1.2866885010912752,Iris-versicolor
+64,6.279576460360738,2.821647906605641,4.896600575992738,1.5892065446025399,Iris-versicolor
+65,5.80672203094715,2.8251327118513303,4.151142479147233,1.3582409127203425,Iris-versicolor
+66,6.577541360622288,3.205212231143909,5.596355692462936,1.9946315167493625,Iris-virginica
+67,6.350263547340629,2.8199278394612772,4.917459852065588,1.6981473984531978,Iris-versicolor
+68,6.655926343373879,2.6784915890997634,4.638548279387588,1.3692245107447016,Iris-versicolor
+69,5.9735492509106125,2.9137957206809233,5.592904617782043,2.263910805856856,Iris-virginica
+70,7.217555185295377,3.324890265433364,5.8148626258500125,1.9218567718733088,Iris-virginica
+71,7.124248579960776,2.5436991350632576,5.726888776536105,1.6199975358931347,Iris-virginica
+72,7.024357803604827,3.1896370159839846,5.031922378664976,1.5141179478098226,Iris-versicolor
+73,6.035201060043983,2.923948805232427,5.005592990930498,1.9025525636865572,Iris-virginica
+74,5.8812228071178145,2.908217652945131,4.977291269372871,1.534718625161498,Iris-versicolor
+75,6.585254467341834,3.0365250476828245,5.4003529132859,1.9063659375365334,Iris-virginica
+76,5.88414392573099,2.855423473519336,5.395805238713994,2.0906699522774757,Iris-virginica
+77,6.268019259035287,2.9491525631713795,5.31881310253383,1.9670439883288562,Iris-virginica
+78,7.486025329580753,2.508436309386988,6.563863113120393,2.0081204609345433,Iris-virginica
+79,7.033579452723332,3.2519998787386655,5.817571407423331,2.112334208470085,Iris-virginica
+80,5.236977498782703,3.1305635323079475,1.2949083987492838,0.14790230008000863,Iris-setosa
+81,4.872807542171243,3.7686407970545512,1.443233611529669,0.2509516286726498,Iris-setosa
+82,4.292535132151787,2.734207238298334,1.556791887826011,0.22880254267685654,Iris-setosa
+83,6.457908744002745,3.1603060628560127,4.964677644544889,2.1784842546309795,Iris-virginica
+84,5.190245590218265,2.527069003211058,3.2087106965978514,1.0267480008199388,Iris-versicolor
+85,5.850670377737512,3.0379631917975,5.167692231233228,2.068701503885971,Iris-virginica
+86,4.983293153204411,3.495933342605418,1.5983819125181833,0.25845507258677286,Iris-setosa
+87,5.4810066685998295,2.5144050033502285,3.478809737169538,1.1592961027401825,Iris-versicolor
+88,5.8922438559089985,2.879471971806804,4.311390104738635,1.4240288557484317,Iris-versicolor
+89,6.196577495863681,2.906359645892591,5.354674156020633,1.8052853669966729,Iris-virginica
+90,4.903761753992765,3.8642117617006315,1.7842261089837415,0.42802110003961724,Iris-setosa
+91,5.462956689751448,2.661265311144332,4.029692141101679,1.3207278728419203,Iris-versicolor
+92,6.773583257751856,2.755826088034316,4.934584224715849,1.6580508520637551,Iris-versicolor
+93,5.834959399841272,2.582359082049897,4.13895557099517,1.0270736897961654,Iris-versicolor
+94,5.048478537328323,2.94490716625566,1.3165876705400115,0.19932246797905323,Iris-setosa
+95,5.137730465277549,3.565077122778573,1.6480185925433168,0.36921358838441504,Iris-setosa
+96,7.002290482802848,3.0408799976040486,5.009265869220449,1.7267601803358734,Iris-virginica
+97,6.371859650303762,2.495215142912737,3.9179547286602823,1.1866025479090103,Iris-versicolor
+98,7.332376552204449,2.8971168649243944,5.873386491891708,1.908067506887808,Iris-virginica
+99,6.194292833387237,2.814648648276315,4.56838277473351,1.3786329108606354,Iris-versicolor
+100,5.8786935661777475,2.879620772755748,4.404608377609943,1.4093069448529076,Iris-versicolor
+101,5.968570776660408,3.7166216141631887,1.3545373001291763,0.3183308555415708,Iris-setosa
+102,5.678486316421677,3.198737321530857,4.766456774478255,1.6444449375078158,Iris-versicolor
+103,5.4599173565881625,2.503171317412369,3.5034465097270653,1.0004287825657623,Iris-versicolor
+104,5.746269130132387,3.224063023714174,4.801557500362849,1.627701035708706,Iris-versicolor
+105,6.60264735906614,2.6824986824719605,3.6628674149205196,1.2485682810441763,Iris-versicolor
+106,5.66494339020046,4.324757027084324,1.5296981026701182,0.45787742713745827,Iris-setosa
+107,5.691501224310895,2.8505197102718456,4.546569614378,1.3966663262050019,Iris-versicolor
+108,5.118757911936718,3.248509847134475,1.351942714274245,0.20995629411277278,Iris-setosa
+109,5.037368542572909,4.303290917922125,1.516237905464123,0.17235921106108443,Iris-setosa
+110,6.478768338183235,2.8858885487133956,5.451941511080889,2.118171765397102,Iris-virginica
+111,6.194576757873153,2.5628597247465605,5.653128045186516,1.8529421439916063,Iris-virginica
+112,4.813288354177275,1.739643312252339,2.6825477795574604,0.8319579850510183,Iris-versicolor
+113,4.5438301972003865,3.313024836484131,1.4843988723619406,0.2811315943305007,Iris-setosa
+114,5.855421759873352,2.492887780520371,4.082248316738985,1.3622610428273911,Iris-versicolor
+115,7.033004001904121,3.427928520995439,5.825404333621788,2.1263164104244687,Iris-virginica
+116,6.337209037811668,3.2634538979075267,5.282060925085519,2.0560277173322974,Iris-virginica
+117,4.652165628198228,3.2504386561013314,1.4629581381806933,0.3426206710437424,Iris-setosa
+118,5.986248364168107,2.345745198245738,5.388949523727224,1.8708177347041894,Iris-virginica
+119,5.226032707344512,3.6307367012938547,1.8315053638607925,0.531379673443046,Iris-setosa
+120,5.842219618049065,3.0493228153239804,4.035526071895077,1.2765316865968477,Iris-versicolor
+121,5.996860911032469,2.7067510643292425,4.833583016244682,1.651344583932403,Iris-virginica
+122,6.556014400751081,3.1305962372824494,5.469989609674247,2.112273275312091,Iris-virginica
+123,5.6280505360301945,2.456649930644146,3.866634461553952,1.0981166565818627,Iris-versicolor
+124,4.747123298701882,2.7767579948763625,1.2087633493226198,0.25865403983239216,Iris-setosa
+125,5.09491093868047,2.820747923256424,4.044349910304356,1.0983264128893586,Iris-versicolor
+126,5.41388191057075,3.6482355017352948,1.5637695125947297,0.404956019916191,Iris-setosa
+127,4.76330007731562,3.354862460294264,1.1984202324345326,0.2638893628603013,Iris-setosa
+128,7.487078262969073,2.693963965161635,6.351313906069206,2.3161580294191775,Iris-virginica
+129,6.393118207706089,3.1688485860656517,4.96056412696908,1.864467775621015,Iris-virginica
+130,4.908436748361506,3.457564574853505,1.2377068902026178,0.22521825529352307,Iris-setosa
+131,6.66385014362802,2.9476234645171866,5.188000714891064,1.4600285849197958,Iris-versicolor
+132,6.220306282103703,2.6620025188423444,4.291638789419366,1.3410798972959888,Iris-versicolor
+133,5.276887903409356,3.5931653445146727,1.466975168820356,0.2047396119689951,Iris-setosa
+134,6.347521200028168,2.980300395038037,5.479589948131009,1.6468966443309219,Iris-virginica
+135,4.8674803006100635,2.9328929074928025,1.2862379235870953,0.14322481175322438,Iris-setosa
+136,6.174468084216692,2.8140766906848227,4.911458683880205,1.7269797218747351,Iris-virginica
+137,5.3279408528923184,2.349739690612802,3.5952990315229445,0.9811605755434258,Iris-versicolor
+138,4.987571715923825,2.3876020909740587,3.6995347419496825,1.2978183429262298,Iris-versicolor
+139,6.0111898158383195,2.795811928559805,4.78788805439731,1.898964251838117,Iris-virginica
+140,6.501642047973371,3.4127343155651513,5.189213954829121,2.1689001712688634,Iris-virginica
+141,6.411030898076088,2.9591897230313524,5.103688236389984,1.5547474143401936,Iris-virginica
+142,4.943921397467593,3.248863658034459,1.701734891763737,0.5167635566594111,Iris-setosa
+143,5.651959125063868,3.0923159187654425,4.209318943565758,1.3075621435110991,Iris-versicolor
+144,6.763725296248695,3.010734188435219,5.599193785866181,1.6616742153940485,Iris-virginica
+145,6.354739050247868,2.710612181788734,4.6872525753205,1.634653961432718,Iris-versicolor
+146,6.611442389282773,3.136737168430903,4.784635096175221,1.6507172966230879,Iris-versicolor
+147,6.156506117115828,2.9748467293666425,5.146559687180024,1.6367084973766466,Iris-versicolor
+148,5.056315548074077,3.668983593116522,1.7796720159168795,0.5853235439948903,Iris-setosa
+149,6.731287019247649,2.9803558517180844,5.032550644621886,1.6825546302753205,Iris-versicolor

iris/tvae/df/16/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/17/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.134375953978201,2.861123907327774,4.5638636150255225,1.476006201489774,Iris-versicolor
+1,6.221115625712308,2.9268219056234983,5.462229037473819,2.2106430465879603,Iris-virginica
+2,5.563127894096194,2.8813667534729674,4.106919839128962,1.3999765949389964,Iris-versicolor
+3,6.113409579812602,2.94971295995491,4.91399303412239,1.7212427827549812,Iris-virginica
+4,7.020688249839024,3.0722252025642853,5.735933019964299,2.1000062393249337,Iris-virginica
+5,6.3425751992087305,2.8666489760608562,4.950780404640702,1.4922030121113175,Iris-versicolor
+6,6.395469708189134,2.8158652398583284,5.485882838546206,2.0500421470761605,Iris-virginica
+7,5.575993318277568,4.20471915872638,1.4139796737246706,0.31951223247838323,Iris-setosa
+8,6.8326145237086715,3.1838359538227716,4.520500863660521,1.3650036856459213,Iris-versicolor
+9,5.817149316239557,2.970250396046977,5.581903031253101,1.9280797431222483,Iris-virginica
+10,6.276505215977337,2.584903268496356,4.673670134960518,1.1955323812121654,Iris-versicolor
+11,7.0022904949019,2.9031803262971514,4.9081068571908775,1.4114348830225811,Iris-versicolor
+12,4.955339415191861,3.17075488620224,1.4561897861406634,1.8144658577853583,Iris-setosa
+13,5.048572245046363,3.226449372182425,1.6123792224259894,0.41367442172714164,Iris-setosa
+14,5.0950636201180615,3.476631828208534,5.519675253909749,2.4547029027280236,Iris-virginica
+15,6.040636134511503,3.1043355309451557,5.057722196385855,1.8608836218089486,Iris-virginica
+16,5.883697219567453,2.510584186783744,3.8945277874296313,1.1599967631000103,Iris-versicolor
+17,5.707163970013598,3.0703237589868273,4.544956555070595,1.6079440295836331,Iris-versicolor
+18,5.7055015995247125,2.8284445029695604,4.8085722867130265,1.873783922465579,Iris-virginica
+19,4.64858466790575,3.0473228783481066,4.111250152718263,1.4361474305785569,Iris-versicolor
+20,4.521785733067526,2.971896928940829,1.297482131293216,0.2339875023050052,Iris-setosa
+21,6.206892518037532,2.6924939397118304,4.270796104384127,1.3333342896061462,Iris-versicolor
+22,5.242771910062115,3.5607785940697894,1.3548652183341945,0.20075367870712446,Iris-setosa
+23,6.0659120103372475,3.0143172536873597,4.431446457904248,1.3219486222695422,Iris-versicolor
+24,4.338219073023522,3.1137150944023904,1.36484550068147,0.2283092570712904,Iris-setosa
+25,6.609201755264465,2.9236340904399563,5.711530882332433,2.2042351290370354,Iris-virginica
+26,4.852997063652756,3.520087601298095,1.539406780211244,0.2257328633709506,Iris-setosa
+27,6.380551593901272,2.5846417846658984,4.278926177842596,1.1988620551011562,Iris-versicolor
+28,6.121822147498165,2.8629097529720564,5.170613340885051,1.9213744784690427,Iris-virginica
+29,6.167598850982422,2.72682282235787,4.392237313053056,1.3400222528282342,Iris-versicolor
+30,5.6964361877262775,2.191756928918225,3.5909563881825397,1.0341851191071494,Iris-versicolor
+31,5.105489765062076,2.1858419290017106,3.495011019293398,1.1138182477552585,Iris-versicolor
+32,4.987851762555819,3.562059589051878,1.5299163042748856,0.25103642533952253,Iris-setosa
+33,6.922795862232374,2.9251688297551475,5.328056737899178,1.9233070620304629,Iris-virginica
+34,6.565944057038784,3.1417275651533187,4.780036038711281,1.2561141270339737,Iris-versicolor
+35,7.163996551913758,2.6132901406340525,4.593572788617995,1.661137100090224,Iris-versicolor
+36,6.215897357955163,2.9862494699286413,4.455931906866955,1.4182448314540763,Iris-versicolor
+37,6.734220939655505,3.2774286126433982,4.947274973379837,1.5918380173923024,Iris-versicolor
+38,5.403194401002058,2.357435329026476,3.9675101886037667,1.230399552423177,Iris-versicolor
+39,4.5905106432341825,3.1650950082653453,1.5401221250885948,0.22023276071491016,Iris-setosa
+40,4.759090634361732,3.055533075373859,1.2251557010515035,0.21660754525589426,Iris-versicolor
+41,6.854931468147049,3.053922643595487,5.401935817870243,1.8939707412281541,Iris-virginica
+42,4.579282323370265,3.1680819295210885,1.5322420243029518,0.20909475946797257,Iris-setosa
+43,5.4263649921466035,2.840299895883465,4.225189760628867,1.378260102241236,Iris-versicolor
+44,6.424319307188779,2.865398890761416,5.070440930097437,1.2647997619237688,Iris-versicolor
+45,5.792938423602258,3.1742102686839933,3.8290939570905387,1.162516693168448,Iris-versicolor
+46,5.091316799473418,3.4290497150850587,1.3578617867459124,0.28094942438049597,Iris-setosa
+47,5.489950728537717,3.8625569387703838,1.5149050320794775,0.27071705482898384,Iris-setosa
+48,4.7566003361594404,3.1977307375141,1.4375389140695818,0.25643450684270697,Iris-setosa
+49,5.816501418855156,2.7484525113173945,4.496264979071862,1.4218122751201696,Iris-versicolor
+50,6.725087017662148,3.1075611654375828,4.423748711794454,1.360600512275433,Iris-versicolor
+51,6.026115695959879,2.842167504859348,3.859983450292173,1.4002720865305882,Iris-versicolor
+52,5.135531713268604,3.065417461969735,1.4688317727637645,0.28629763262724434,Iris-setosa
+53,5.674657559987048,2.771086362795687,4.574528048271472,1.637720830997323,Iris-versicolor
+54,4.9769969365199715,3.7739557423653993,1.2599551673560683,0.13447699065604796,Iris-setosa
+55,5.759093046757221,3.955231503607956,1.635743344870029,0.2954319181210597,Iris-setosa
+56,6.966706609105265,3.214727766850592,6.017314584114891,2.3479261874890724,Iris-virginica
+57,5.863307298757947,2.2473214792692726,3.7006279615466253,0.9382243442109596,Iris-versicolor
+58,5.766111590952236,2.957410445511329,3.782952562565644,1.0582712253807238,Iris-versicolor
+59,5.92562248491264,2.977056341923848,3.8598246129478513,1.0969154905930714,Iris-versicolor
+60,5.4892536150245,2.3168146299135413,4.001301919022805,1.1776698344813845,Iris-versicolor
+61,5.415115719687304,2.4557458323302126,4.263277561508659,1.0523709308274374,Iris-versicolor
+62,5.091205817752957,3.6379911629047363,1.7037203565008239,0.5017646579885281,Iris-setosa
+63,4.731412290064026,3.1162223563704328,1.1161504514860638,0.202543525614181,Iris-setosa
+64,6.231577619803033,3.0002825664280084,5.3792007329536435,1.6113586492885814,Iris-versicolor
+65,6.1227499860906915,2.852379930283943,4.297895024873632,1.2339203663563258,Iris-versicolor
+66,4.590123532228443,3.3386691416479066,1.3047440014698672,0.2481981115427411,Iris-setosa
+67,6.087349392075177,2.544360948274172,4.9716554584242125,1.9439682102844924,Iris-virginica
+68,6.607401803458813,3.077658974197631,4.5610722436277555,1.5853240529416275,Iris-versicolor
+69,6.423781993069482,3.1871674571178903,5.368707682465022,1.9138781504739715,Iris-virginica
+70,5.394662254165146,2.542468835294212,3.8604412132656973,1.4695559901302513,Iris-versicolor
+71,4.580098583340085,3.1335198693678814,1.3153054362182282,0.1918991200180718,Iris-setosa
+72,4.995288176571972,3.041961177240271,1.4540126792651116,0.2972268275916195,Iris-setosa
+73,4.871306256069532,3.0304658811487766,1.26507306638146,0.24771131168756555,Iris-setosa
+74,5.105077040838918,3.774478407146116,1.6474322559166399,0.4320453787271609,Iris-setosa
+75,5.062289928672945,3.5190071290391374,1.4080386330434982,0.15392394986655777,Iris-setosa
+76,4.60923100620471,3.741216165608326,1.3161158283527856,0.1256526456179947,Iris-setosa
+77,7.422619892040294,2.61117280736624,6.0824417997645535,1.7841661706115717,Iris-virginica
+78,4.884118434801119,3.3060872324817367,1.3062285529902107,0.13965120574786438,Iris-setosa
+79,5.672930969181946,2.4851093620270577,4.080093472624723,1.1407574389039605,Iris-versicolor
+80,4.85167026993895,3.4710529994584505,1.3579239422024476,0.2421660790462117,Iris-setosa
+81,5.387189442162484,2.7644089201622144,3.861147236842892,1.2461216619961557,Iris-versicolor
+82,5.05299076474746,3.517336952066316,1.5212030411674002,0.18500226864674085,Iris-setosa
+83,6.084087123341363,2.7792483604958944,3.820289496873607,1.1839830661458348,Iris-versicolor
+84,5.967480856740782,2.6385092182340433,4.139410096004319,1.2335634014642136,Iris-versicolor
+85,6.010140712037571,2.702836634139853,4.372415923042007,1.2580733830002107,Iris-versicolor
+86,6.317192558128572,2.702278433246393,4.483249332669025,1.5068298952561423,Iris-versicolor
+87,6.0995248197670735,2.8884437427397907,5.252784715312114,1.5867574928880488,Iris-virginica
+88,7.2978513415235025,2.9237447188667582,5.790316985365639,1.7268232350771513,Iris-virginica
+89,6.381607737945813,2.8619189049338245,4.424078643334151,1.2774123699305102,Iris-versicolor
+90,4.878582057147594,3.442244661633264,5.235683280939048,2.0748713414544557,Iris-virginica
+91,4.958058033557589,2.9440108302910453,4.865255447920634,1.7601367442471336,Iris-virginica
+92,5.24834113034815,3.563862028122681,1.4779700373587497,0.2347572027050854,Iris-setosa
+93,6.042347982770968,2.7003805204389977,5.140355294399937,1.9290846398201316,Iris-virginica
+94,4.460351352003843,3.556492999899734,1.36151501587241,0.24884920104318697,Iris-setosa
+95,5.159990560808511,3.117837255371583,1.5891649171580007,0.3876914973568694,Iris-setosa
+96,6.1588095352005965,2.99310963918556,4.944636946553991,1.9246539752913654,Iris-virginica
+97,6.2409304999591155,3.239242856355734,4.772557446488761,1.559773041339975,Iris-versicolor
+98,6.293195104766546,2.89956696033329,5.380486936511575,2.322822503708168,Iris-virginica
+99,5.974742083103336,2.528366387274499,3.770788826400745,1.3886212624484962,Iris-versicolor
+100,6.447587090018721,2.7946931230962653,5.944068668729122,1.660491229427555,Iris-virginica
+101,4.9952453315471725,3.9024260495561256,1.7264197770704792,0.4700043402791137,Iris-setosa
+102,6.133282453547083,3.3154296672884245,4.275019898384636,1.6221851240029108,Iris-versicolor
+103,5.280851946100111,3.2257458556826912,1.5747829542194889,0.24627589700630842,Iris-setosa
+104,5.1270556847137145,3.707430576545809,1.7127991740554827,0.3782252355757857,Iris-setosa
+105,6.439907395264292,2.7579008787206236,4.7087479166431425,1.532788526104997,Iris-versicolor
+106,5.594836065033837,2.823438043795096,3.9928223887632903,1.1142679724223306,Iris-versicolor
+107,5.949004051004925,2.8089630882032868,5.090533135764042,2.122080893062571,Iris-virginica
+108,4.704626274435786,3.168375704154946,1.2846318765568872,0.15530715188248015,Iris-setosa
+109,5.134690511676266,4.118299780967937,1.4336724873675353,0.20649931154945234,Iris-setosa
+110,5.596946277482423,2.4282271713967853,4.450075157726156,1.1275680512178399,Iris-versicolor
+111,5.909868055447965,3.450783451392426,5.28691876569443,2.567187697170638,Iris-virginica
+112,5.873859003658178,2.8242274894803794,4.90303239805822,1.7288486299258146,Iris-virginica
+113,5.2668508495858335,4.1273628153165625,1.6112094037618778,0.1714411516717,Iris-setosa
+114,4.79752935050619,2.929414794187174,1.512538675911976,0.19293480608476263,Iris-setosa
+115,5.205619397633624,3.553500102084753,1.6873654025792597,0.5060672584117925,Iris-setosa
+116,6.669769606977866,3.049424977767699,5.587768476683565,2.188894337437329,Iris-virginica
+117,5.5962061723452825,2.935831985714497,4.7676184669150885,1.2149854413736847,Iris-versicolor
+118,4.996048106480115,3.638465126530302,1.3073143645665333,0.23203551347694118,Iris-setosa
+119,6.610252871885879,2.5645437562576787,4.34090697656287,1.4862435134745133,Iris-versicolor
+120,4.841267627745672,3.9536242169020115,1.8221418596478918,0.3389426776741969,Iris-setosa
+121,6.350791988694926,3.12286342334966,4.254368450552113,1.3525608758487175,Iris-versicolor
+122,5.037138232769246,3.4164002600449153,1.482089054851584,0.1819599472015376,Iris-setosa
+123,4.779601741176466,3.387021586736815,1.219844084355275,0.2867228615708748,Iris-setosa
+124,7.555667589279642,2.983799207780666,6.196259417997303,1.7511638184017129,Iris-virginica
+125,5.407713424438213,3.843431102547293,1.3298059328272605,0.2213571684846449,Iris-setosa
+126,6.909516421778018,2.8506890020558693,5.2454402937000175,1.8112952012209371,Iris-virginica
+127,4.581181299100041,2.99825677722319,1.2050488940832687,0.1265121404183065,Iris-setosa
+128,5.994592219169859,3.003656873742079,4.73510873446437,1.536586696069011,Iris-versicolor
+129,6.423621501328928,2.86133064037556,5.043099845985375,1.6744375962965445,Iris-virginica
+130,7.229094893630446,2.6106060142549254,6.36186263454349,1.7279098942720574,Iris-virginica
+131,5.604043659275464,3.7006751912561633,1.4693492977377465,0.3757150655581426,Iris-setosa
+132,6.238834096188621,2.5405296906776447,5.032001111753197,1.8929107369303084,Iris-virginica
+133,6.327898643690081,2.7156955196601293,4.604423820030741,1.469469476630393,Iris-versicolor
+134,7.1409760955650485,3.1318491203345613,5.961997084097009,2.2275765764451165,Iris-virginica
+135,5.121567676842842,3.210241348395929,1.467712960454628,0.20195824918282354,Iris-setosa
+136,6.130299146145857,2.805507209110815,4.2745042188441635,1.421514755023707,Iris-versicolor
+137,5.054968291344142,3.551054801594011,1.472508454736332,0.20003272093432367,Iris-setosa
+138,6.935240655114484,2.794824629535179,4.937021040187635,1.5927903251887559,Iris-versicolor
+139,5.813256991644589,2.8069424425906253,4.2268512658923765,1.4817888615400827,Iris-versicolor
+140,4.999090135792313,3.4022009507385813,1.4736269335762577,0.4805696451541629,Iris-setosa
+141,5.11794351771859,3.447071613478299,1.9771962692393887,0.3231462499455341,Iris-setosa
+142,6.233922631976714,3.2179101251105426,6.126658042425429,2.386082927949965,Iris-virginica
+143,5.997633242629228,2.9122277413359647,3.9709923809976093,1.3950505341979904,Iris-versicolor
+144,5.607751401384766,2.9784346170599303,4.828723759184724,1.2724808390097375,Iris-versicolor
+145,4.832375604183875,3.641192434893266,1.4207529971454185,0.20180972943054135,Iris-setosa
+146,5.04457613625113,3.164838683559473,4.7366166229257916,1.6322678726232032,Iris-setosa
+147,6.3517722584509375,2.978809874379033,4.651565455150371,1.5799696289016314,Iris-versicolor
+148,6.456958735953126,2.559947356038413,5.002002614024232,1.718186733438832,Iris-virginica
+149,6.019361559445697,2.8026256521372472,5.4259895083078815,1.6577642399967962,Iris-virginica

iris/tvae/df/17/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/18/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.296603484063658,3.04616523343567,4.974269336289436,2.1608082124143553,Iris-virginica
+1,5.882795244535059,2.963270269406902,4.585566814177895,1.6335316905400492,Iris-versicolor
+2,4.851669729235848,3.5672249930132427,1.5265129122678116,0.23598295692507668,Iris-setosa
+3,7.077692700814878,3.0029133009788866,4.767298835368452,1.616397023264125,Iris-versicolor
+4,4.8896169903392686,3.4621011702081446,1.4420368854820722,0.2109674186227462,Iris-setosa
+5,6.958154779348058,2.9870017680095775,5.481326801936808,1.8295656887286647,Iris-virginica
+6,5.537622116973387,3.8679256568246325,1.4510984477301214,0.24550445947738692,Iris-setosa
+7,5.1017407719379655,2.7435486254454706,3.879551902466541,1.2048131783379041,Iris-versicolor
+8,6.734719442827183,3.05405203561366,5.46742620807381,2.206742431562451,Iris-virginica
+9,4.740406273352264,3.0467423623080854,4.06796045739909,1.5230009037157315,Iris-versicolor
+10,6.622736289030253,3.059492859233671,5.053598602388477,1.480573918731181,Iris-versicolor
+11,5.65767790447266,2.7157539902737757,4.0306443661314715,1.2642552924438593,Iris-versicolor
+12,6.149855977738673,3.230417482337073,4.54937569685912,1.596771667036112,Iris-virginica
+13,6.482356662901513,3.3375601656644034,6.429190377293535,2.6569312510068377,Iris-virginica
+14,6.137299499996383,2.8124913596954615,5.085777632874426,1.7045237628098733,Iris-virginica
+15,6.2546281471352785,3.435263501812689,4.526202522235222,1.614856168649258,Iris-versicolor
+16,5.952386033664227,2.767876670974884,3.9758294128067817,1.0915363651867258,Iris-versicolor
+17,6.81700406561812,3.035409004788812,4.905397097234343,1.6714077864208505,Iris-versicolor
+18,4.990720140585871,3.6647480393629612,1.4667604292666727,0.26214196072195706,Iris-setosa
+19,6.517097778590508,3.0183257046409775,4.764767862414216,1.4615316851852738,Iris-versicolor
+20,6.800894705779646,3.2269992441392557,4.685919094763771,1.6164473557597838,Iris-versicolor
+21,5.417543411521251,2.6494871485744316,4.39060746140734,1.1617088028778682,Iris-versicolor
+22,7.334667540811113,3.0947844303443404,6.26527616815157,2.1433517874777106,Iris-virginica
+23,6.28748538539461,2.90548239293907,4.489176563087266,1.36899624106318,Iris-versicolor
+24,4.9709331509181895,3.3193523450544973,1.4571370764309368,0.19990953215570048,Iris-setosa
+25,5.992423060065091,2.69838179933578,4.505720767486787,1.4224908102292717,Iris-versicolor
+26,6.257843083625286,2.9078655645867424,4.874645007809645,1.4991123099854609,Iris-versicolor
+27,7.392393025216471,3.074390789512116,6.204003530559577,2.0048986001194584,Iris-virginica
+28,6.934694660407352,3.2579422280507537,5.667065024120546,2.5426263823335225,Iris-virginica
+29,6.728322997709105,2.9647996998753743,5.121452771809317,1.2838512032179281,Iris-virginica
+30,6.820544805392595,3.0806524788372376,4.823040739325968,1.4994632065190032,Iris-versicolor
+31,4.546225386001738,3.436089250774505,1.5720663687763927,0.28608927311249865,Iris-setosa
+32,5.037340770465257,3.4999095861250464,1.421110235808968,0.39952429354721125,Iris-setosa
+33,6.11770238789105,2.8712999275202904,4.925987625031613,1.7616368795544985,Iris-virginica
+34,6.765205096763644,3.0790306545559134,5.608284670335477,2.2058358303975902,Iris-virginica
+35,6.3972326466373755,3.136264063131469,4.822906955493267,1.4039954369847865,Iris-versicolor
+36,5.533580462470741,4.285101021321168,1.126466684026317,0.2026136473580164,Iris-setosa
+37,5.594999365501403,2.7271166240993057,3.954245102295445,1.1834389009462551,Iris-versicolor
+38,4.73735941157565,3.1156703550109297,1.4411259863482004,0.19582222641975236,Iris-setosa
+39,6.56123027171355,2.507475997892203,4.0567946581157734,1.2671444227781752,Iris-versicolor
+40,6.082645094677776,3.0339469997290425,5.5735579383002385,1.6286003942402658,Iris-versicolor
+41,5.008560634955072,3.819536964866836,1.5108675362531676,0.44992607449371924,Iris-setosa
+42,6.070415783539235,2.836675569430765,4.811916664209602,1.5677742391720064,Iris-versicolor
+43,6.209808638693277,2.9863416870157495,4.965923164796644,1.3683534476997785,Iris-versicolor
+44,5.0900666491704545,3.321433836689094,1.4603377242112157,0.1715721676239232,Iris-setosa
+45,4.7901908780143945,3.4014132925722835,1.7807743469412383,0.17734468470833997,Iris-setosa
+46,6.5877505531675125,3.2366850097019424,5.7380395475247346,2.03675938860533,Iris-virginica
+47,6.365594326839632,3.1541641291910874,5.358990967430985,1.855967886628437,Iris-virginica
+48,5.812150305123217,2.677784817774458,4.347167550593674,1.4391464388248627,Iris-versicolor
+49,5.718147158203845,3.6340261029469363,1.5351595978833843,0.32011509465346083,Iris-setosa
+50,7.118705790872634,3.1266236990736527,6.186863224874907,1.9176407714295785,Iris-virginica
+51,6.1720322158424095,2.9029487791440025,4.381741438229074,1.2746102661698273,Iris-versicolor
+52,6.2205167364038125,2.766054793403664,5.200594637938638,1.8782476736970004,Iris-virginica
+53,4.701394527146046,3.0711694534530856,1.3935426385673244,0.23164466613780513,Iris-setosa
+54,4.995550839681224,3.0459631595142276,1.2636114897124828,0.27384755527768895,Iris-setosa
+55,4.4607072701888075,3.194591421934166,1.375539473961178,0.20777558954571024,Iris-setosa
+56,7.382344029833414,2.62619234303156,6.603760873630762,1.9747326263999607,Iris-virginica
+57,5.867698473774894,2.655992648850696,4.058916396832828,1.396886124506584,Iris-versicolor
+58,6.2178546793369,3.2624157532439084,5.33923975356536,1.666292155503727,Iris-virginica
+59,4.979576968895975,3.682931115979751,1.7428716880865878,0.2821130093322688,Iris-setosa
+60,5.013532939701787,3.098808498228903,1.1638188794431952,0.16801090806163593,Iris-setosa
+61,7.186540889711403,3.009518460366171,5.95339776987316,1.911675551513649,Iris-virginica
+62,6.259135542801379,2.8327327855608306,5.000688408749718,1.8496857103037938,Iris-virginica
+63,6.291675856619477,2.9371568468639557,4.383242348454872,1.4590412061986786,Iris-versicolor
+64,6.2075315710049095,3.2715422225644706,4.671900877530364,1.7695896377647575,Iris-virginica
+65,5.791545012218873,3.0249317389838004,4.88331463290769,1.6222783906181688,Iris-versicolor
+66,6.572678797658067,3.0568076537419206,5.395022440212296,1.8377110179896663,Iris-virginica
+67,6.1312343896151775,3.0312259280938583,5.488374169253547,1.9412398571211034,Iris-virginica
+68,5.441583788205861,2.314738842868826,3.728271360111469,1.0580997984204372,Iris-versicolor
+69,5.313734564132963,2.622308568162504,4.06595371299113,1.1104095702501584,Iris-versicolor
+70,5.318675185875373,4.78262933189362,1.253341016678966,0.18333938406662337,Iris-setosa
+71,6.60337561244849,2.9156155259733976,5.50641151182317,2.1164833374089294,Iris-virginica
+72,6.936617085075526,3.079020932968169,6.119388953915468,2.38386229185955,Iris-virginica
+73,6.484683264469509,2.624409208482073,5.8387356238577475,2.2016281636908506,Iris-virginica
+74,6.569826584941171,3.198421723568346,4.830917217500534,1.5576400924625664,Iris-versicolor
+75,6.472086079338387,2.829275590604999,5.115480342273085,1.7958760866035552,Iris-virginica
+76,4.704558114047401,3.412060881560787,1.3439046671090322,0.20305689938492516,Iris-setosa
+77,4.8645333055313476,3.1302076747302117,1.3330724634974451,0.38570271261486666,Iris-setosa
+78,4.957500002281592,2.8541988968336836,1.2084120870488801,0.1975194844232263,Iris-setosa
+79,5.61202389949328,3.07513762999057,4.410011880654645,1.4072321371516336,Iris-versicolor
+80,6.107236770505692,2.9250228959719324,4.432362392710212,1.3879887959016832,Iris-versicolor
+81,6.150223207963778,2.7290621685399086,4.804837730647699,1.3060339137016417,Iris-versicolor
+82,5.776249102080001,3.2307182574342526,4.064556191779542,1.5505736427889176,Iris-versicolor
+83,6.885719784444908,3.324511981043734,5.313685181317662,2.092771231005045,Iris-virginica
+84,6.142071304116425,3.1074189087828854,4.4019205488348705,1.3328420905505354,Iris-versicolor
+85,6.363141067152414,3.2590985418556784,5.5822276752559725,2.145867639293101,Iris-virginica
+86,5.7077981473256445,3.0634052654892083,4.323238672909503,1.324275506265412,Iris-versicolor
+87,6.570753104323086,2.6723950376812344,4.632090627844388,1.3084326401661228,Iris-versicolor
+88,5.425301688346513,2.5662322044997743,3.9024153663159127,1.093102886477158,Iris-versicolor
+89,4.974972202496221,2.677378122684114,3.827766011271996,1.0454464048062717,Iris-versicolor
+90,4.656195666310889,3.199998402991137,1.3117255250860147,0.2591041574019447,Iris-setosa
+91,5.0024161791481365,2.265517932411984,3.639095164942191,1.0958539971328756,Iris-versicolor
+92,6.544734041728446,3.309019680959779,5.470016012038463,2.058650311095107,Iris-virginica
+93,5.961604060086277,3.121158965003767,5.3681491900076255,2.288548221834946,Iris-virginica
+94,6.20018585991129,2.743342160290857,4.8637934920817045,1.7119461471427855,Iris-virginica
+95,6.052173843626866,2.835806952751078,5.292536298959412,2.0273499070307794,Iris-virginica
+96,4.712008371470809,2.6466395306782964,1.0988326561451602,0.18856126281172858,Iris-setosa
+97,6.282738808127099,2.76234053457843,3.948054251680052,1.1861332426974878,Iris-versicolor
+98,4.514396264812606,2.8985817117069006,1.2082346279366418,0.1931359687488679,Iris-setosa
+99,6.259840435891385,3.3802412099404524,5.948770911890434,2.54111448390482,Iris-virginica
+100,5.528199034834916,2.85124124957386,4.482957646253445,1.3618126643177872,Iris-versicolor
+101,7.266849639043174,2.747877784863952,5.309249423875272,1.6257555785745414,Iris-virginica
+102,5.551150503803257,3.053989879369872,4.523922291739517,1.2858895812994755,Iris-versicolor
+103,6.054394286825185,2.891624690534887,4.367860344730498,1.4451711807502097,Iris-versicolor
+104,4.316873180884733,3.0811749461955507,1.2562534991024012,0.23286105070286986,Iris-setosa
+105,4.907827303882435,3.056851444553019,1.3549164228446342,0.18260091790981825,Iris-setosa
+106,6.223770295106056,2.921837320991703,5.078246330669843,1.8838170381994945,Iris-virginica
+107,4.6658912251494975,3.201837483661745,1.1751594737026034,0.1949918189274183,Iris-setosa
+108,5.136769012674916,3.8852416725663397,1.3107791676841256,0.2086829588996783,Iris-setosa
+109,6.471896705364262,3.0489672811918846,4.645414571397508,1.5992362995836489,Iris-versicolor
+110,5.001664187796946,2.6555228536161755,3.45273759623897,1.221265589393517,Iris-versicolor
+111,5.170750846220799,3.692638066630617,1.6383827894990086,0.3351828859060325,Iris-setosa
+112,5.3162237797788086,2.573048237411709,3.642274247030743,1.2218666042603803,Iris-versicolor
+113,5.952649943181006,2.9500401878452696,4.823386197521073,1.8022451454225632,Iris-virginica
+114,6.811127702625527,2.7390423532975645,5.290535601671011,1.6553109530928238,Iris-versicolor
+115,5.747931285008022,2.5611091098659844,4.434517400137613,1.2470799042803495,Iris-versicolor
+116,5.0133342115123884,4.019925777122356,1.497923121440079,0.20071651485884617,Iris-setosa
+117,6.450483812524466,3.1714475616067213,5.7645766900745175,1.6253342977531362,Iris-virginica
+118,6.026502034956137,2.7772230087718177,5.50154634919744,1.718039015593186,Iris-virginica
+119,7.146250821721714,3.194379323749524,6.277221832055666,2.2761577865091436,Iris-virginica
+120,4.557082292894835,3.407443441288251,1.4123022577799527,0.2478041229049578,Iris-setosa
+121,6.320755302121547,2.9880885128163928,4.450132430821347,1.4996871555647833,Iris-versicolor
+122,5.876771772877101,2.33762860124766,4.331119565355316,1.2263130772038568,Iris-versicolor
+123,5.599497561333289,2.495825742651829,4.14232265219178,1.3003957574018143,Iris-versicolor
+124,5.1999828261500785,3.540739491698864,1.53403474725164,1.6104112233324597,Iris-setosa
+125,4.631189418609497,2.935904041210168,1.449052319745883,0.1328602856820845,Iris-setosa
+126,4.990424067888093,3.5255264126182344,1.827279333670366,0.39991042775843566,Iris-setosa
+127,5.895893682308161,4.3318212732338655,1.7669179154049781,0.3001426816140016,Iris-setosa
+128,4.512913117594413,2.84272182971496,1.2763962382522627,0.2412342156917354,Iris-setosa
+129,5.457076832178066,2.4061420108076264,4.013541679067858,1.2978977817166402,Iris-versicolor
+130,5.111410916822736,3.4955133621287526,1.3539081942816948,0.17074427245034168,Iris-setosa
+131,6.062176917267271,3.0062104484568475,4.751894941215455,1.4815631032471264,Iris-versicolor
+132,6.458442906719239,2.4757812656230738,4.646840537822042,1.6029051934667606,Iris-versicolor
+133,4.860729228463436,3.306345039523702,1.4627445826620713,0.1494352903152461,Iris-setosa
+134,6.694120009646499,2.9170594500104254,5.635870562583173,2.2466486943584973,Iris-virginica
+135,6.511622512682048,2.6976174351137643,4.911033356166199,1.5269583046506128,Iris-versicolor
+136,6.603113513523652,2.8316519753530165,5.825957588071423,1.9376903691264085,Iris-virginica
+137,5.606771360640819,2.700226020048886,4.2698613029575165,1.416615057431907,Iris-versicolor
+138,6.80506986636231,2.75259947062211,5.871714163146262,2.1337134341841186,Iris-virginica
+139,5.5751683231916855,2.5567560114228502,3.8291480679521217,1.3296709900990766,Iris-versicolor
+140,5.136457277604836,2.689443244834528,4.082644326311416,1.0913152371783967,Iris-versicolor
+141,5.972751446793265,3.0747716654579382,4.7430851455312855,1.4546343795535166,Iris-versicolor
+142,6.487302916987115,2.970807198934432,4.6977923133196295,1.3385151279040803,Iris-versicolor
+143,4.723011440797377,3.0366890020458093,1.402934507251268,0.28354339778058385,Iris-setosa
+144,6.46827332618992,3.0224380768556203,4.653399149771989,1.4657862858985642,Iris-versicolor
+145,5.032163047915329,3.1918301185668003,4.8166254185676936,1.9737923834990037,Iris-virginica
+146,6.220318583846123,2.935790055139014,4.763520063064259,1.5190587602690182,Iris-virginica
+147,6.196294335907706,3.068021171002796,5.663629515521103,1.5607537862115524,Iris-virginica
+148,6.4814700060058845,2.727748212726911,5.495423863928852,1.6712791503358306,Iris-virginica
+149,4.917241877585854,3.175433500443545,1.5511886893829836,0.45199344623830284,Iris-setosa

iris/tvae/df/18/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/19/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.946786101170067,3.22291931336414,1.4428227348018732,0.2867579774254273,Iris-setosa
+1,6.935718410634935,3.026285680393781,5.9026750377342925,2.115712486505379,Iris-virginica
+2,6.166539538919525,2.969921402762277,4.676273237698814,1.2324882264129862,Iris-versicolor
+3,5.968361586836513,3.0209642913643115,4.464526807703705,1.4247187544239441,Iris-versicolor
+4,6.37380080584823,3.2515035731120863,5.901403884136533,2.2649195754720624,Iris-virginica
+5,6.133931426859937,3.0908432029535104,4.329948990443057,1.5621837146506004,Iris-versicolor
+6,5.597929454328681,2.670063727803915,4.1224292445226185,1.3277912710319046,Iris-versicolor
+7,6.029522836218223,2.7398055840961804,4.188428638864817,1.2820432323499955,Iris-versicolor
+8,4.995549983092471,3.802028122313078,1.6965201728885115,0.5805507043075053,Iris-setosa
+9,4.8735325613443745,2.774558863484466,1.2812104594634406,0.22385214069163753,Iris-setosa
+10,5.9619432140351485,2.7837549298445916,5.590035824680791,2.237602906131282,Iris-virginica
+11,5.01131515528556,2.5812171663021894,3.6972762137650914,1.2922744465829774,Iris-versicolor
+12,4.305408769126995,2.681142983782247,1.1661349083841337,0.1361625382800162,Iris-setosa
+13,5.7847638952941765,2.5910511900272595,3.978213228535218,1.2089739639626054,Iris-versicolor
+14,5.222367791856994,3.5230469456550426,1.6777486883741324,0.3540260223522923,Iris-setosa
+15,5.987505312410507,3.3856861975965846,4.801628595239506,1.9893038798527112,Iris-virginica
+16,6.134688771712927,2.842345417465406,4.0699097861409825,1.3644533292910594,Iris-versicolor
+17,6.971573508542153,3.566505869995977,5.921862771634772,2.529335212143428,Iris-virginica
+18,6.2044430204697205,2.7623695343159107,5.233006820697781,1.8549916492716592,Iris-virginica
+19,6.1623179626189595,3.3551164088503533,5.378395015065384,2.0778740749133946,Iris-virginica
+20,5.862126474740979,2.2518541421367417,5.785670197088213,1.7408629741629462,Iris-virginica
+21,5.870621853986582,2.62846760548579,4.230134269229684,1.4766766537972948,Iris-versicolor
+22,7.693805587853501,2.7486543158312906,6.556925205280384,2.0081098441123926,Iris-virginica
+23,5.7343606085033505,2.628817713505569,4.007422790865598,0.9741795761348198,Iris-versicolor
+24,7.13452290054455,3.564795946346503,5.816643761960342,2.3693603756425023,Iris-virginica
+25,6.12879628041901,3.2640899377552857,5.715814239665087,2.5582828020490025,Iris-virginica
+26,6.480139296034923,3.144330268449376,5.590257137881953,2.214876922678884,Iris-virginica
+27,4.851168687314235,2.8473842998104435,1.3975721482409824,0.2631309313649283,Iris-setosa
+28,4.982213589520793,3.3490689729033414,1.5146535586914343,0.1311117061010523,Iris-setosa
+29,6.163768427960187,2.689688908323883,4.263352872130266,1.3004296216606497,Iris-versicolor
+30,6.741521517358425,2.7509611909214944,5.322706690311465,1.7813807235285695,Iris-virginica
+31,7.851586273272036,2.9031779847670203,6.573978524865948,1.9299184423090467,Iris-virginica
+32,4.824048156288666,3.495738532671026,1.5884662284697073,0.4982868814467406,Iris-setosa
+33,6.546852112094827,2.9151932217437344,4.716662541819008,1.5540195525377494,Iris-versicolor
+34,5.023524319337891,3.249029020091234,1.3213483413097182,0.3737983876170361,Iris-setosa
+35,6.92978477880574,2.9909066372900286,4.418731092423327,1.6094663039632087,Iris-versicolor
+36,5.424242563331885,2.5419359660710557,4.452243949163517,1.2064262532039105,Iris-versicolor
+37,5.778863457672474,4.129985550002039,1.5889368953042302,0.3062482472508109,Iris-setosa
+38,5.25508755881635,2.8789185334269045,4.046859661267416,1.4984110811338947,Iris-versicolor
+39,5.535565688974916,2.7745324394222717,3.9577355950586526,1.2730673003737127,Iris-versicolor
+40,7.2159194845034325,3.0555645636505155,5.472361241973401,1.8154122534410266,Iris-virginica
+41,4.8181888522710175,2.9032873185663197,1.2523951340806763,0.1954710689879549,Iris-setosa
+42,4.562635545618508,2.8448625376206094,1.0961001363703253,0.20286535792881383,Iris-setosa
+43,5.753835653331425,2.8370515911480587,4.113635609362664,1.1794877318244716,Iris-versicolor
+44,6.06230264231894,3.080237357090854,4.480570716082382,1.430746014664133,Iris-versicolor
+45,5.940474732344619,2.9750232271401726,4.85531352081965,1.711730321827021,Iris-virginica
+46,5.926472544200236,4.238780160929261,1.5596552559472925,0.3065209535321444,Iris-setosa
+47,4.654657758648927,2.4462380335372345,1.2479726876225943,0.3151377103566138,Iris-setosa
+48,5.172574382583491,2.223396958556283,3.492731349281896,1.4264740651053505,Iris-versicolor
+49,4.8048166184574175,3.143192108177348,1.4173026120481274,0.22439342502978737,Iris-setosa
+50,5.240249761335694,2.403137509731968,4.265369840387727,1.1049295168641922,Iris-versicolor
+51,6.598130485289471,3.0010597131656676,5.972299412623575,2.230516056815442,Iris-virginica
+52,5.837139650327548,2.821757002348728,4.513078302453434,1.8939043883911726,Iris-virginica
+53,5.518911851095228,2.712195671242623,4.236984975193107,1.069786644017635,Iris-versicolor
+54,5.64480513138483,2.9608723552084775,5.459607042000345,1.7907873845915256,Iris-virginica
+55,6.116110249811746,2.6410450642457173,3.4730210610669885,1.1043295065678689,Iris-versicolor
+56,7.295821811841673,3.030758545899971,6.074000145256212,1.8570414517724376,Iris-virginica
+57,6.312269326845834,3.191067843308465,4.792072767276899,1.605492879357959,Iris-versicolor
+58,6.639514846158733,3.081296735734814,4.378895640593258,1.4224722944674728,Iris-versicolor
+59,5.134129923648085,2.9082260177208394,3.9011156262575826,1.534816943545557,Iris-versicolor
+60,5.0532375505817555,3.221720813018341,1.4624962837507385,0.2966895627399705,Iris-setosa
+61,4.5280920924152745,2.860430592146501,1.1054139618741234,0.16493959060806992,Iris-setosa
+62,7.064685942657424,3.0329044831945313,4.756331413247628,1.6486342814306636,Iris-virginica
+63,5.832569034725587,4.37201386878022,1.4287688944897305,0.25921043866178517,Iris-setosa
+64,7.490691999931623,2.820536407944733,6.476474659968916,1.7383922895874302,Iris-virginica
+65,6.013354551234587,3.1951212262546216,4.32855465051084,1.5696385266142054,Iris-versicolor
+66,6.2800449900671165,2.8335043776771807,5.235964690052108,1.7728128173625741,Iris-virginica
+67,5.829921086833625,2.2574053121632405,3.9908286036034024,1.0627474873093121,Iris-versicolor
+68,5.480046126112915,3.965362884438081,1.4558636206046145,0.27882315600947516,Iris-setosa
+69,4.781181328677663,3.1186382752581188,1.4835631822262676,0.2656964355800555,Iris-setosa
+70,6.019283869159244,3.133825745445207,5.095161218727461,1.5807138182514848,Iris-virginica
+71,4.270403872357591,3.1479019861283857,1.1049143118864695,0.1168427098534309,Iris-setosa
+72,4.960132789719708,3.358098938724608,1.3463267970519661,0.21631457047953284,Iris-setosa
+73,5.9633020175730564,3.660890983659744,1.5733722030146984,0.5696201572136326,Iris-setosa
+74,5.887374775719967,4.139492890342481,1.5970641593928874,0.5199058689766646,Iris-setosa
+75,6.125041595449239,3.1727173981215677,4.523449676732378,1.4548091676593846,Iris-versicolor
+76,6.4211396590624865,2.7578441552426365,4.368703519586455,1.5105703285468728,Iris-versicolor
+77,5.411881554780709,3.564017602781023,1.4082520810743886,0.2219453436135579,Iris-setosa
+78,4.816884612419887,2.953289760729782,4.5579717942159315,1.7804838226950903,Iris-virginica
+79,4.840469936315184,3.4145462548225485,1.5280502839491628,0.1654235713406323,Iris-setosa
+80,5.6745867778134995,2.7505066229435213,4.461262813553372,1.440877770191618,Iris-versicolor
+81,6.118310282441,2.743599089985895,5.417970274865028,1.7109868990917436,Iris-virginica
+82,5.850407719504031,2.0969138206294033,3.0810607090765103,1.0103070432972139,Iris-versicolor
+83,6.448202499182381,3.383660156137543,5.53560179640542,2.076604101802352,Iris-virginica
+84,6.304309886829904,2.993619797011262,4.652987007083171,1.369601210116285,Iris-versicolor
+85,5.060957322189398,3.126020433048412,1.5367977421488848,0.298963777736222,Iris-setosa
+86,5.737770577997181,2.432835423506351,3.696568998747959,1.2630814525934781,Iris-versicolor
+87,4.367492128987337,2.8446840633785744,1.187717077558516,0.186460183585754,Iris-setosa
+88,5.722351821366313,2.86715948666119,4.219269116577737,1.3083579506980074,Iris-versicolor
+89,4.844470488551225,2.618547456230824,3.9031110924094077,1.0441576461449706,Iris-versicolor
+90,6.192008464020787,2.9088670523967632,4.725658609233102,1.4612473405426045,Iris-versicolor
+91,5.310318516938828,2.389010230177171,3.7889945977444888,1.1480973728423174,Iris-versicolor
+92,6.703297550070092,3.018043901506381,4.60863756961361,1.2052684970808936,Iris-versicolor
+93,5.058537994517155,3.482155288104468,1.5391099958100178,0.4027536194382568,Iris-setosa
+94,6.845473547282928,2.9490610919751648,5.816264367777648,1.9794669682121195,Iris-virginica
+95,5.949028364860687,2.892268587655526,4.035241845433331,1.2883962434450396,Iris-versicolor
+96,4.581322513714841,3.0363954350262508,1.3960420313684279,0.2415300795540487,Iris-setosa
+97,6.587512927516618,3.198104365668886,5.3819567245104825,2.277780094756139,Iris-virginica
+98,4.80760284855113,3.7384499022252355,1.5021617877725886,0.1991146080809599,Iris-setosa
+99,4.4682148809448305,2.976830909446498,1.475229289679631,0.20911586995567338,Iris-setosa
+100,4.746010141502131,3.852375996705436,1.549090417657838,0.3394925465269331,Iris-setosa
+101,6.17263138496118,2.8256122063652103,4.123254244586634,1.0862691889891647,Iris-versicolor
+102,4.757127191863091,3.429287506877345,1.2571512480666784,0.2501984950300888,Iris-setosa
+103,4.654388396413687,3.254407845828329,1.4122097186003952,0.19996090708431719,Iris-setosa
+104,5.947771789549772,3.1138567880914163,4.839237461524356,1.561551681874524,Iris-versicolor
+105,5.8390048431844175,2.910058422916498,4.1982478260511975,1.5498747489401443,Iris-versicolor
+106,5.128622920934354,3.510698356434961,1.3937008671936781,0.33879382782300344,Iris-setosa
+107,5.599809393033956,3.1285135645651843,4.193467875349342,1.4469453322968064,Iris-versicolor
+108,5.872888193548569,2.7979316423344205,5.066335943924708,1.7523944376245764,Iris-virginica
+109,5.367605601978746,2.5135788429829464,3.5739884072317962,1.2228402188830083,Iris-versicolor
+110,6.179852370713446,3.0385493877649927,4.550040005214132,1.3928728986796184,Iris-versicolor
+111,5.159707974763129,3.4787397676354743,1.3615310288925566,0.14785933427787146,Iris-setosa
+112,6.02220881654239,3.020542020483908,5.142892722960208,1.8584991686645473,Iris-virginica
+113,7.984318460033813,3.276482338762477,6.936996235581254,2.18771385743389,Iris-virginica
+114,4.916088752263292,3.487740859301157,1.3888609098588571,0.205159912570139,Iris-setosa
+115,4.671949888041465,3.1431260499257188,1.3783088815699123,0.19295979066042096,Iris-setosa
+116,5.960278503645041,3.0807574192722535,4.098644216535961,1.352955031016665,Iris-versicolor
+117,4.989960107304307,3.3377596659956574,1.4749557624891532,0.22818844781736813,Iris-setosa
+118,5.324254498096741,2.2952242992716965,3.6848772793718236,1.3393461486987726,Iris-versicolor
+119,6.719130285758401,2.433720149595771,5.020174633985078,1.568726468849655,Iris-versicolor
+120,4.71799914563066,3.3305435182015977,1.4465713485487057,0.3811796918911445,Iris-setosa
+121,5.255045700168898,3.7015818356984473,1.5520977795919744,0.3210525286978558,Iris-setosa
+122,4.6495563246291285,3.072565398984029,1.2174055843810256,0.28412860995457745,Iris-setosa
+123,4.771585649510196,3.1607509789482653,1.463454777861886,0.18956615395774323,Iris-setosa
+124,5.863478206718433,2.9101022801840584,4.585259020362846,1.4961921659080317,Iris-versicolor
+125,7.286112417918349,2.9546745943365047,6.233904338269635,1.964889264956348,Iris-virginica
+126,6.129042443655144,3.2548014519390036,4.783469051864394,1.6121828205619353,Iris-versicolor
+127,4.6509397455859425,3.256294031210072,1.3309802274868208,0.13500995390464943,Iris-setosa
+128,6.361131287460116,2.8649956858742636,5.115027336763091,1.9853968682390704,Iris-virginica
+129,5.957536043849679,2.946628138655792,4.051563584430911,1.145144732233449,Iris-versicolor
+130,4.913966397138213,3.571082778606292,1.292378197232942,0.2785590132456961,Iris-setosa
+131,6.758965887762109,2.5468586706510026,4.309911004009418,1.341763971813905,Iris-versicolor
+132,4.873738748503364,3.9056160758354705,1.4818491655366148,0.31216264075132394,Iris-setosa
+133,4.958347412165203,3.2021804950543635,1.4930941076997966,0.25065660098593595,Iris-setosa
+134,6.33357866652369,2.8606216951045496,5.194871338831582,1.5928446120453363,Iris-virginica
+135,6.751311611073698,3.3651778074695646,4.749471966679694,1.5472665183934342,Iris-versicolor
+136,4.828006909778363,3.4110363940114654,1.3904607169811558,0.20205054478894927,Iris-setosa
+137,5.137917845460016,2.3352370399432285,3.5457007228072195,1.086749225721034,Iris-versicolor
+138,6.193998817916778,2.96758183340048,4.080329532713235,1.1652911899199911,Iris-versicolor
+139,5.364481995378093,2.422857311621005,3.7718218708491156,1.2083771886808852,Iris-versicolor
+140,5.5539341319489886,2.484262463357358,3.6520677145955145,1.2241282415456538,Iris-versicolor
+141,6.011184766593525,2.843609162945706,5.075110979794803,2.02292805952772,Iris-virginica
+142,5.770384961589785,2.8305818827363645,4.827859114028504,1.667097064131352,Iris-versicolor
+143,6.8889086027887085,3.5596416530722843,5.876890227798699,2.474759731411547,Iris-virginica
+144,6.491415398451469,3.0599825391587965,4.659417292245951,1.5571037286927618,Iris-versicolor
+145,6.558213745231312,3.1095902888089606,5.85863407887924,1.89223346410154,Iris-virginica
+146,6.864191729778143,2.9105987131829556,5.631482460620415,1.6377618836803562,Iris-versicolor
+147,5.0210947384713345,3.860884936223769,1.8005938652435072,0.27372425387493154,Iris-setosa
+148,5.78864519374688,2.644119896297885,4.15437091337012,1.2751315722166374,Iris-versicolor
+149,4.996988510667573,3.7992866329663286,1.8097789060283154,0.38065747035746555,Iris-setosa

iris/tvae/df/19/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/2/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.827743495894797,3.281788012130875,1.451014404949114,0.2798717843201059,Iris-setosa
+1,6.332267300820464,3.124970265710499,4.882860405225343,1.4896256213885075,Iris-versicolor
+2,5.968761420968341,2.7256446540830415,5.182727841630485,1.77643138441468,Iris-virginica
+3,4.791169472958489,2.928591736003249,1.327909161054365,0.22215300825239037,Iris-setosa
+4,6.0344897794457,2.841958930389121,4.122489734167257,1.2626826396733823,Iris-versicolor
+5,6.075723912121202,3.2472657397838063,5.149328312640867,2.1172072248285767,Iris-virginica
+6,5.073464285413931,3.508748386604601,1.3164621531394385,0.1322780796324627,Iris-setosa
+7,5.83490698762825,2.9129471592363867,4.5725660454692365,1.33457267616267,Iris-versicolor
+8,6.18949111609348,3.2241814259538373,5.544982542419284,1.7966924821541486,Iris-virginica
+9,6.893641468473548,2.8978808199784694,5.922004580612488,1.9978655942978434,Iris-virginica
+10,5.9125931767161894,2.775653741199833,4.672852852685999,1.4676625225891886,Iris-versicolor
+11,7.687556544786169,3.1281069219908972,5.913152420181618,1.708490727780652,Iris-virginica
+12,4.856174770270506,3.5437649568014384,1.3353773099433768,0.4476213686997499,Iris-setosa
+13,5.495294506390262,2.443058658120065,4.108408766945924,1.0624899714857425,Iris-versicolor
+14,5.293988500083225,3.7895851002346195,1.5593661120398532,0.4315495262574566,Iris-setosa
+15,5.591643826823388,3.030300662287725,4.292829923185817,1.3391849167912437,Iris-versicolor
+16,6.00744191129648,2.9420530269330096,4.317729136734033,1.2403668204120324,Iris-versicolor
+17,5.12577226011544,3.4177608856907353,1.3147366079380496,0.15156525935663417,Iris-setosa
+18,4.5017028867509294,4.041796068683703,1.466344377553272,0.23797742534041472,Iris-setosa
+19,5.969126054118369,3.1387932679052177,4.197093142819895,1.5475892610354802,Iris-versicolor
+20,5.811196428224275,3.1935452859063616,4.865845420539127,1.9397194955603527,Iris-virginica
+21,5.9764568547041135,2.5269922635829825,4.83629668351225,1.2971516873877902,Iris-versicolor
+22,5.055953300463738,3.75808087091675,1.702771400080265,0.5713306163840837,Iris-setosa
+23,6.354193452242696,3.2220548228693797,4.669901651469043,1.7597517797916298,Iris-virginica
+24,6.64396696741906,3.0054278189827315,5.750134626244115,2.1556923767729637,Iris-virginica
+25,6.485684579291455,2.9175120350887958,4.918132226104756,1.570286077871222,Iris-versicolor
+26,5.864851615390645,3.015259000781417,4.701490929582481,1.2000112759257742,Iris-versicolor
+27,4.934072342591593,3.279498873349018,1.6274971990286038,0.44502378715725954,Iris-setosa
+28,5.664691524917951,2.7729918862959093,4.186633248922963,1.3521135538636069,Iris-versicolor
+29,5.388803404448099,2.951274852914648,4.630762884354611,1.297219760192777,Iris-versicolor
+30,4.36602255386857,3.190623963791303,1.0791061549834173,0.15880497898235535,Iris-setosa
+31,5.994440538942651,2.715087473477145,3.5496154470174437,1.0552934412813655,Iris-versicolor
+32,5.882671415990282,2.706838810999356,5.290516016906274,1.4902439464390527,Iris-virginica
+33,6.591057731959597,3.0162080271804683,4.635797147386104,1.5681341402102422,Iris-versicolor
+34,4.925196063003032,3.3983611531100357,1.508323547182257,0.2149580087916499,Iris-setosa
+35,6.134029169834341,3.019167822201317,4.787875587976147,1.9111411748387348,Iris-virginica
+36,5.831812307681303,2.571422604169593,4.459097481006259,1.264311659086393,Iris-versicolor
+37,6.4288113432085146,3.0863639779287912,5.729030042322829,2.2455723058017885,Iris-virginica
+38,5.816575927490412,3.781120666144131,1.5975512047201175,0.3568165551593146,Iris-setosa
+39,6.639821013647899,3.002261915380217,5.144392895529316,1.7475974338838383,Iris-versicolor
+40,6.925415401064848,3.566115404683622,6.024537633706364,2.286945575554837,Iris-virginica
+41,6.392846976062998,3.0216733918885414,5.052707977164593,1.5679608788276078,Iris-virginica
+42,4.3366580166240665,2.7076385972228234,1.361228403751236,0.17971262737779914,Iris-setosa
+43,6.8595431186706755,3.076812985743344,5.634654439279723,2.285604335167389,Iris-virginica
+44,4.313826751688289,2.7338678249341144,1.5909665200416527,0.23421607385656273,Iris-setosa
+45,6.29846396912422,3.4872464411736224,4.7890504259926505,1.6133390729830337,Iris-versicolor
+46,4.8269833254831775,3.5545138363746425,1.5817506775231498,0.21755136703875538,Iris-setosa
+47,6.662472078691713,3.00381272185172,6.17241551447282,1.8104678430024572,Iris-virginica
+48,6.030535867503274,3.1029310554493024,4.419569797885994,1.3797280341547025,Iris-versicolor
+49,6.4116087697697495,2.7779621106908574,4.6811299936861035,1.4877242743792114,Iris-versicolor
+50,6.912832285550346,2.8377932826363432,4.636278819228053,1.5145731213560847,Iris-versicolor
+51,5.023394913331191,3.31731881992688,1.6285018998036107,0.4250074950154876,Iris-setosa
+52,6.253139100988997,3.07603694545251,5.284662897794806,1.8846516223675283,Iris-virginica
+53,4.939125941639081,2.718357422825013,3.471213659954509,1.0582926062215035,Iris-versicolor
+54,5.574296738844168,2.9117328042371886,4.584133038112361,1.1794619826062593,Iris-versicolor
+55,6.300664425523924,2.5623610777019405,4.080496529162774,1.252153479393178,Iris-versicolor
+56,5.599284906936735,2.635301585287502,3.3913489953944933,0.9476780974870869,Iris-versicolor
+57,4.8669188931299425,3.3022265299623577,1.4482656175673738,0.4562061757679429,Iris-setosa
+58,6.422066086570118,2.8490135591228376,4.3768119075990235,1.4221257045564795,Iris-versicolor
+59,5.762084878635437,3.1260462733515233,5.677878919407031,1.9655922386315552,Iris-virginica
+60,6.8998130534766755,2.8513482344556316,6.113795949043304,2.189394644328121,Iris-virginica
+61,5.3247026336959555,3.4437903869770325,1.2373635815639392,0.2189514637323798,Iris-setosa
+62,6.239335096361641,3.070019840214707,5.0900343148520975,2.2117885817290843,Iris-virginica
+63,4.839907522685245,3.1003394478190476,1.2980213062241674,0.25508059334605676,Iris-setosa
+64,4.470352884219395,2.7435841148107,4.381887866245851,1.2828879805704994,Iris-versicolor
+65,5.557718827933719,4.010036614218672,1.5189373236355797,0.20779539107787243,Iris-setosa
+66,4.762696704888941,3.5987914331075954,1.607754354316625,0.20335625716495792,Iris-setosa
+67,5.98033981318876,2.9867903422386313,5.36801655706042,1.7127419772628318,Iris-virginica
+68,4.509467646077516,3.7720681518767982,1.353137337580493,0.16313769221430746,Iris-setosa
+69,4.555973880975202,2.9060841497455026,1.1623158123825674,0.10670061235555064,Iris-setosa
+70,6.08779138734177,3.1010906799142073,4.770994430642259,1.522487566036093,Iris-versicolor
+71,6.015612267921076,3.3411826769449084,4.446621198979018,1.3828506860688616,Iris-versicolor
+72,6.862588108517689,2.9689800992799484,6.054305006958785,1.729096585408293,Iris-virginica
+73,4.992109200137025,3.1083695383406797,1.386426642342454,0.2269722104698909,Iris-setosa
+74,6.419594487270326,3.1925145555712375,5.784368082333346,2.3549052210846977,Iris-virginica
+75,7.4373174245754115,2.667662238624362,5.099514642063582,1.5116376872334851,Iris-versicolor
+76,4.720919995548261,3.741858747587503,1.4829691435013137,0.4721950735442752,Iris-setosa
+77,6.765535161009603,3.2238128081298467,5.70776514562478,2.0575907961373647,Iris-virginica
+78,5.327708011712333,3.673091565438037,1.677102823819046,0.3852953166063173,Iris-setosa
+79,4.8431672633469285,4.006726194233973,1.6428359816752027,0.16033095076489973,Iris-setosa
+80,6.711593541373823,3.025735432609182,5.747858474510921,1.668520636133224,Iris-virginica
+81,5.973884813593441,3.238773415182961,4.80745189812509,1.6277202117148895,Iris-virginica
+82,4.80772989338607,3.2563867348207562,1.5065763388401885,0.18373269530580963,Iris-setosa
+83,4.76093396742494,2.719831988746603,1.2150637582304058,0.15502614933613273,Iris-setosa
+84,6.103396957595675,2.7817494716498596,4.3442482150904445,1.4060794074426386,Iris-versicolor
+85,5.656640430171898,2.8525526261286003,4.476454762232513,1.455038441733247,Iris-versicolor
+86,5.011712660400561,2.5303597346944127,4.7759509316062525,1.6739876356304135,Iris-versicolor
+87,6.221801343820354,3.3322815157219248,4.450464875224112,1.3973693988127327,Iris-versicolor
+88,4.991545372603623,3.4774581419508586,1.520071294648488,0.34747550496302104,Iris-setosa
+89,4.830777508549316,3.234356808363052,1.3771605408946286,0.12430008445252325,Iris-setosa
+90,5.090926592114666,3.001989450921952,5.514638699895138,1.910262892617742,Iris-virginica
+91,6.364719706914592,2.278817665183525,4.232135026806941,1.3160071753267295,Iris-versicolor
+92,5.655726141181794,2.681366533468367,3.9214898533797955,1.054579120216684,Iris-versicolor
+93,5.451780086017537,2.6910722009641677,4.4793874374554745,1.3165789075598848,Iris-versicolor
+94,5.804623702586097,2.9796684018214585,5.267318750898409,1.9080655560856787,Iris-virginica
+95,6.187484033841299,2.949549525294685,4.739975496949042,1.5254945244692042,Iris-versicolor
+96,4.531624959020831,2.7555564605886045,1.165644713542587,0.19055351727251552,Iris-setosa
+97,5.374711603160595,2.561186924657505,3.6925633390622514,1.2291496386251985,Iris-versicolor
+98,7.817443800964039,3.999837475843883,6.682510220322333,2.2553643965028325,Iris-virginica
+99,5.96995769603682,3.184941590999969,5.1525864985317575,1.5422201727913931,Iris-virginica
+100,5.7890410283538145,2.9060277997254995,4.227475635837065,1.4850554968711391,Iris-versicolor
+101,6.368759828309625,2.9445636198837697,4.826629008953154,1.3599172833308215,Iris-versicolor
+102,5.8351558665392576,2.6937088576718953,5.029414119223331,1.6392976542564357,Iris-virginica
+103,6.730086725136985,3.376097776936105,5.898120738364593,2.429509742232256,Iris-virginica
+104,5.9995149761917554,2.6757596579395275,5.360947009774905,2.129592169326358,Iris-virginica
+105,6.283887023567008,2.781813464108743,3.6628542886028743,1.358896856720813,Iris-versicolor
+106,4.883243842507673,3.5121310152444836,1.2729640172492451,0.19832453918932952,Iris-setosa
+107,6.166810634633022,2.8626933844184284,4.43117669340034,1.317831511557946,Iris-versicolor
+108,5.27305851736791,3.423843084813133,1.4880366934407592,0.23262084400005079,Iris-setosa
+109,6.629429609293573,3.3454363473582736,5.48805637962853,1.5854507273254999,Iris-virginica
+110,6.2164915912430665,2.8484197752031246,4.429096072322445,1.3067863785381426,Iris-versicolor
+111,5.887551749345532,3.1056259747207027,4.384268585101214,1.4602351624011891,Iris-versicolor
+112,6.711493304679626,2.798230068165461,5.691613351572969,1.5463701201695081,Iris-virginica
+113,6.242565334794971,2.7465468133033752,5.245824877392183,1.925270561353126,Iris-virginica
+114,6.085743315112886,2.7780689860527277,4.956580163378011,1.498767231970757,Iris-versicolor
+115,6.400967508426395,2.8831092201358546,4.866254608277198,1.7515400358686772,Iris-versicolor
+116,4.986010245292843,2.588752839090293,3.8323816067859897,1.1610072658300559,Iris-versicolor
+117,6.898459764797169,2.982613880473564,5.698598674684517,1.888221145360486,Iris-virginica
+118,5.547671233616148,3.564074593267904,1.2994682497688692,0.15420215302880919,Iris-setosa
+119,7.110153304630042,2.6267348789934912,5.6553377153123225,1.7669735378967606,Iris-virginica
+120,5.875774027259993,2.600690163674028,5.249620649294278,2.0358239548895156,Iris-virginica
+121,5.486964247496331,3.983068216569723,1.3241038894449897,0.16028554974958814,Iris-setosa
+122,6.740843073829806,3.070692252058044,5.637263131717432,2.4003818007355346,Iris-virginica
+123,5.788371640086865,3.7631050664052017,1.491972142689889,0.3415428191546647,Iris-setosa
+124,6.604594315815006,2.862618685343806,5.672898724233046,2.1024127057271222,Iris-virginica
+125,5.956931443994365,3.6133763740210707,1.3535798544292361,0.3414707082713506,Iris-setosa
+126,4.543842681306647,3.3685489090350065,1.314051601697508,0.20963391570042267,Iris-setosa
+127,6.071470054792181,3.1585786946785723,5.130578572242396,1.7401662205502646,Iris-virginica
+128,6.483859460557547,3.0085894903416426,5.289306719842566,1.7859427927703098,Iris-virginica
+129,4.712991530662575,2.94031741035925,4.891445987030765,2.080249902044978,Iris-setosa
+130,5.042649697838227,3.6468042597215593,1.6523629003929654,0.24136757083779822,Iris-setosa
+131,6.11546857720956,2.771726667287236,4.649170013314177,1.4383809031296917,Iris-versicolor
+132,5.869027531561151,2.623512597334326,4.44734762867177,1.420826456991348,Iris-versicolor
+133,5.077817958748014,2.225638844164384,3.3918204010886877,0.9453292557131395,Iris-versicolor
+134,4.641769681937125,3.41844292744251,1.3891115811345416,0.32907640843153824,Iris-setosa
+135,6.56037437750675,2.887530082390016,4.019830595151695,1.2634460203285478,Iris-versicolor
+136,6.33446797705684,2.954449008093395,5.083756483384267,1.696424720579443,Iris-virginica
+137,5.431533432151165,3.773187608638442,1.2391117739874078,0.2682361163873389,Iris-setosa
+138,5.984898780813195,2.82959178876864,4.912196066020291,1.4268095033740802,Iris-versicolor
+139,6.437949227968448,3.050450260565472,5.342293768388784,1.7288599666214415,Iris-virginica
+140,5.086081488831879,3.6093413326801733,1.7026087271633412,0.43021844246915064,Iris-setosa
+141,4.686009764776546,3.131667132942829,1.6305401813748692,0.25230024221887387,Iris-setosa
+142,5.002674558726553,2.914017786806451,3.9213195706817663,1.4620607071003744,Iris-versicolor
+143,6.431381635149452,2.6708506626951456,5.443160050685432,1.6293068926613834,Iris-virginica
+144,6.01276996530108,2.550410185607914,3.885867008420934,1.3241277838127483,Iris-versicolor
+145,6.936239266073675,3.0118772919190238,5.300050405947172,1.7189850711674788,Iris-virginica
+146,6.35689443078312,2.621960650220489,4.872952823377884,1.5677633634664156,Iris-virginica
+147,4.712371924308182,2.8470970255426966,1.1642112667886835,0.16187537792261525,Iris-setosa
+148,4.837458647299516,2.8440233025125057,4.298313758377583,1.3275317489011467,Iris-versicolor
+149,4.738618967476204,2.721457208672653,1.250540026346469,0.07643965234829697,Iris-versicolor

iris/tvae/df/2/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/20/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.218157200915364,2.9319060234879215,6.054932108223783,1.7146606096248234,Iris-virginica
+1,6.1855476052046425,3.017856530194273,5.529252799738517,2.2767666247650507,Iris-virginica
+2,5.861592224400167,2.414843677065798,4.365337885112671,1.2759282428855718,Iris-versicolor
+3,6.831795138280052,2.9870023356328406,5.4967192386058015,1.5516041302687331,Iris-virginica
+4,6.0458895616849295,3.331459395303601,5.114245349040826,1.5172822063240838,Iris-versicolor
+5,5.245207976749516,3.1930832615910796,5.052515565460109,1.8456537621869193,Iris-virginica
+6,6.444000793769826,3.0990510917142604,4.693209728316481,1.376539884722023,Iris-versicolor
+7,6.178505988828001,2.75400876693238,5.65543178639362,1.9813737999068741,Iris-virginica
+8,5.918180609624777,2.997430034719052,4.628220387424928,1.3397156844372673,Iris-versicolor
+9,6.811987626630416,3.3723547256853603,5.370664938389417,2.1892506413377983,Iris-virginica
+10,7.172493245694721,3.071497434684578,5.718069630850718,1.9646210898225906,Iris-virginica
+11,6.175841330616325,3.2770650162049377,5.602901725232115,2.2429157743118306,Iris-virginica
+12,4.7253572392188925,3.0935089361998855,1.201251537004349,0.1483238121456366,Iris-setosa
+13,6.16747449734654,3.329136665700679,4.826346149139884,1.4831643758009223,Iris-versicolor
+14,6.162089787184989,3.1004119145280735,5.667122050423697,2.1460377799425085,Iris-virginica
+15,5.0732918380440974,3.3726932470270365,1.5665287605007097,0.16798391396514684,Iris-setosa
+16,5.534257536866521,2.5888563876558455,4.434067297975132,1.3540830044475243,Iris-versicolor
+17,6.008976094413867,2.546321725812258,4.981031070767385,1.5204663133082956,Iris-versicolor
+18,7.1501655952617025,3.5421630363608925,5.955793158116952,2.232257727269858,Iris-virginica
+19,4.968422716792764,3.309343725119656,1.4641107402646838,0.2093510779591701,Iris-setosa
+20,4.804139385618488,3.04775162930392,1.4043400444109004,0.12118134810299555,Iris-setosa
+21,5.91923422338858,2.702208074233044,5.315019840676696,1.9878663533567804,Iris-virginica
+22,6.1825926047526965,3.154795928810083,5.1037037307590545,1.9216756732179476,Iris-virginica
+23,6.576604439476418,2.990642640662358,5.308307448625356,2.0352567845952447,Iris-virginica
+24,6.304836589231847,3.5735343450521944,5.804742465442868,2.379525777836137,Iris-virginica
+25,4.83544211878135,3.2375021223248246,1.4678642877945651,0.17030754400071269,Iris-setosa
+26,4.971569415784659,3.5074713217369595,1.6302361776576346,0.5020981950182295,Iris-setosa
+27,6.310269845135443,3.141826446174472,5.114735666811826,1.516270218004843,Iris-virginica
+28,5.610811304102086,3.083865143365441,4.196819819348069,1.298182952584991,Iris-versicolor
+29,4.654499061916754,2.929348614946488,1.2542442123607713,0.13898695937321567,Iris-setosa
+30,6.450918243344007,2.6977428415067095,5.666751868791171,2.3458815028227624,Iris-virginica
+31,4.817735581472753,3.151458900145327,4.343032092347599,1.5994227419693106,Iris-versicolor
+32,4.618181994873783,3.5387587529690743,1.3034224245270378,0.18727156221837524,Iris-setosa
+33,6.7374269461678775,2.6979997946935503,5.406941990708887,1.896922835060573,Iris-virginica
+34,5.2940396258082645,3.8147419620077905,1.3964961017702957,0.16487900012606255,Iris-setosa
+35,4.719863453649729,3.326802440730805,1.3864786695889966,0.26225486523227826,Iris-setosa
+36,5.49452525538589,2.6587795128225764,4.151913163160512,1.2187016553120613,Iris-versicolor
+37,5.6084186290126,2.6653502538615776,4.357445588638461,1.2179693574898387,Iris-versicolor
+38,7.1223184520389555,3.787453633475123,6.793208365319879,2.5893389140184966,Iris-virginica
+39,5.9576336230150035,2.972432942093494,4.622992795621345,1.9727321285607733,Iris-virginica
+40,7.104235851644393,2.453852991018999,6.11795737456479,1.6749748913464784,Iris-virginica
+41,5.9310369982265865,2.874324522445157,4.776462014322487,2.041905893828557,Iris-virginica
+42,7.245347725804785,3.2264037727276205,6.231586889287691,2.1151499877855704,Iris-virginica
+43,6.383584239833418,2.8382055408710287,4.640989057689444,1.435124059492877,Iris-versicolor
+44,5.171341886937925,3.764103565053693,1.8167641831881052,0.3928137399929901,Iris-setosa
+45,5.801643621757683,2.528819635595673,4.09526856018601,1.166850462121891,Iris-versicolor
+46,5.007758424276455,3.052208232944125,1.3100193519227383,0.3527973568500756,Iris-setosa
+47,4.886314241597262,2.975535039566846,1.2269224615478882,0.23507437670825843,Iris-setosa
+48,4.8208699216972875,3.349764704386535,1.4323595930527213,0.2599830076453987,Iris-setosa
+49,6.538362475291175,2.901325284553267,5.0459355341265955,1.7878086321819366,Iris-virginica
+50,6.2181178829550205,2.812282268128282,4.834560022964155,1.7109448662143305,Iris-versicolor
+51,4.604025533911596,3.61894312473979,1.5813608362466993,0.24364231228904992,Iris-setosa
+52,5.9484247421358605,3.1583853945941684,5.148880613370731,2.0949876815584325,Iris-virginica
+53,7.0269109350515855,3.2968662902185257,6.0325400891855745,2.0359508508688213,Iris-virginica
+54,5.2127288945481105,4.065465765577616,1.658949602570431,0.39833238665182613,Iris-setosa
+55,5.7599732620911555,2.8901357978281137,4.285903130286572,1.457373192976302,Iris-versicolor
+56,5.328503109151661,2.6068691313105683,4.2232515447805214,1.2647066182518167,Iris-versicolor
+57,6.7239297083766125,3.5158708239946095,5.119612292620028,2.306188673542814,Iris-virginica
+58,4.802337996606774,4.049374315731254,1.6784559002721262,0.3778306265457316,Iris-setosa
+59,6.247245408638117,2.688271979321925,5.2464539158582175,1.707642668994036,Iris-virginica
+60,5.030282667797708,2.9858975156701613,1.5617624686878975,0.4598179392054039,Iris-setosa
+61,6.27097602803446,3.413534996243451,5.328821951805735,2.2262701582613467,Iris-virginica
+62,4.71591842880376,3.492129633517729,1.4795199063773625,0.20104905313076493,Iris-setosa
+63,5.209916581852491,3.331521095166371,1.5288604144959812,2.229300990216785,Iris-virginica
+64,6.261873215109479,2.788372802903261,4.7719530310477065,1.2998553878430879,Iris-versicolor
+65,6.9935962170869095,2.9429089683087035,5.730408571088535,1.7504872421096036,Iris-virginica
+66,5.287577992090831,3.4077676708601556,1.5070379290270766,0.4247233882877379,Iris-setosa
+67,6.655487359355287,3.2351645891631375,4.211269707868219,1.3013004962278603,Iris-versicolor
+68,4.771176611735836,2.8270375761465307,3.920616340064969,1.456628946858297,Iris-versicolor
+69,5.9536145639952105,2.9750493210329503,5.018543855299509,1.522086228861973,Iris-versicolor
+70,6.670061249923239,2.9259627218627102,5.294828816026134,1.7222863467321377,Iris-virginica
+71,5.5481316642474505,3.666012899738328,1.4063664572745624,0.366176110989645,Iris-setosa
+72,6.142533140070135,2.9921872076193994,5.282196263582162,1.931948721378642,Iris-virginica
+73,5.81525766931708,2.9812420928980723,4.639417730501725,1.4710270176379472,Iris-versicolor
+74,4.863675681586269,3.664758892622352,1.600251650542462,0.178923442635799,Iris-setosa
+75,6.01686415683195,2.5874369962435373,4.5605568326828765,1.3229953554910647,Iris-versicolor
+76,5.09296614021788,3.478590660805175,1.5462029801521215,0.3378590877576072,Iris-setosa
+77,5.2535891258767204,3.4738649455248045,1.299060145213684,0.20259805555079802,Iris-setosa
+78,5.068241445837613,3.0620998273933653,4.858027614189123,2.10058815617718,Iris-virginica
+79,6.210848334749326,3.191537774898974,5.140268957672888,1.7341310704183912,Iris-virginica
+80,5.750384428453139,2.3941025449800883,3.6919011210865795,1.155124731677165,Iris-versicolor
+81,4.739833342804071,3.1105101407976155,1.1981753586531438,0.18973707284408542,Iris-setosa
+82,4.5900206654529665,3.190971859351544,1.2002158375720926,0.2092939383986694,Iris-setosa
+83,6.379505898931863,3.1633871967374705,5.36974657578947,2.3572449687363237,Iris-virginica
+84,5.1447105139554,2.3994598035592247,4.1620775602077495,1.1648996010306485,Iris-versicolor
+85,5.172022821728105,3.658018757290251,1.6585045679017676,0.26139281482212234,Iris-setosa
+86,6.441888098491891,3.062101522434802,4.602476811505729,1.5209764773648353,Iris-versicolor
+87,7.206317974036744,3.168644887033178,6.149979628802027,2.2699900681976066,Iris-virginica
+88,6.285127825771558,2.965916286044174,5.539991116577128,2.3995012649135363,Iris-virginica
+89,4.473899166341982,3.445142427081264,1.6335422613782917,0.1817267039903167,Iris-setosa
+90,5.778363939475222,2.7517909827316998,4.210778069488851,1.357049657832563,Iris-versicolor
+91,6.14292139249013,2.8420738200268088,5.189181029236457,1.849717021587137,Iris-virginica
+92,6.35612930407042,2.6065280986870523,5.6828313647666135,1.5067502038961618,Iris-virginica
+93,4.80228939987243,3.0073239773317773,1.47918254776702,0.24002475523584305,Iris-setosa
+94,5.796504683271681,3.269479546102225,4.6959348362909195,1.500159105925785,Iris-versicolor
+95,5.556406969516187,2.919195882156672,4.764173682285229,2.048371989222791,Iris-virginica
+96,6.6511673576803885,2.956465186576703,5.873150883520808,1.8204170777512099,Iris-virginica
+97,5.494419349435249,2.569621614968816,4.097681742486752,1.2215903427627133,Iris-versicolor
+98,5.6481359185339,2.8563539157247066,4.960707180969296,2.1751405179643424,Iris-virginica
+99,5.675360049088804,3.221686341036942,4.141112081236148,1.6499251843930685,Iris-versicolor
+100,6.409705707623539,3.3290269171382922,5.465933464194232,2.252754875163431,Iris-virginica
+101,5.984237684186505,3.0885229128862783,4.342643668458377,1.3852210945843093,Iris-versicolor
+102,4.932009030406374,3.9977541507388814,1.70084043753895,0.5368116405512804,Iris-setosa
+103,5.0005435290238776,3.67104399603164,1.3526301261573357,0.2005464226288341,Iris-setosa
+104,6.604648977425628,2.9198703666346644,5.48895415051248,2.3634965237192755,Iris-virginica
+105,5.839355512451588,2.6190806174446797,4.526237342846483,1.0776494807205372,Iris-versicolor
+106,6.642829477221676,2.8209312983704367,5.588207354625087,1.6983698515853138,Iris-virginica
+107,5.039567849536663,3.467675736581022,1.6181684356272712,0.31229100787583614,Iris-setosa
+108,6.316231245011723,3.189337179300089,4.675542709783931,1.425734083743948,Iris-versicolor
+109,4.696347657718208,3.2016042440967585,1.6359227541812034,0.25370936649266185,Iris-setosa
+110,6.487130157494941,3.085274430218421,4.529447835753652,1.5734404956456192,Iris-versicolor
+111,6.388102970715066,2.774866817270987,4.510152839574352,1.415414776687326,Iris-versicolor
+112,5.2368240132576345,2.4699024072121336,3.7030033437171275,1.4380768530377552,Iris-versicolor
+113,7.539431647735542,3.07941315752501,5.873818937264425,1.8794107723165991,Iris-virginica
+114,7.716453914150232,2.9498101458456536,6.275032606416616,1.9588739389805996,Iris-virginica
+115,5.379326548075765,2.3716872738506094,3.670202067064354,1.152083575799895,Iris-versicolor
+116,5.164287865683322,3.5729888964823626,1.3731605730592626,0.24331496126145613,Iris-setosa
+117,5.032426156096112,3.57589306880289,1.4630388335393585,0.25761396704423406,Iris-setosa
+118,6.546824024572031,2.686989588117485,5.365562520009006,1.9849391096051332,Iris-virginica
+119,5.144285684030047,3.609761494480251,1.519056388345347,0.2183264403565632,Iris-setosa
+120,5.061652496677341,3.0816319360235225,1.3963856418708471,0.26405077964418816,Iris-setosa
+121,5.781892287266833,3.1637818547930223,3.803420827833799,1.3150617238857842,Iris-versicolor
+122,6.774296458165304,2.910648706187089,5.58639001302763,2.2932078376710776,Iris-virginica
+123,6.758715154989981,3.2858649365832453,5.875279729822101,2.2257043771103513,Iris-virginica
+124,5.390509318079878,2.5338677398387572,3.686326909328246,1.1729361046148847,Iris-versicolor
+125,4.847443480105416,2.9586950930329867,1.3273364119609152,0.2790174352159327,Iris-setosa
+126,5.659937865627393,2.834684537254227,3.772368675011222,1.3469046686719122,Iris-versicolor
+127,5.566780830573349,3.113033630667805,4.788784732665095,1.315030585128891,Iris-versicolor
+128,5.516886281116223,2.535323660711327,3.564150302868897,1.113855218435273,Iris-versicolor
+129,5.8193154350738405,3.663824011183741,1.361601540781587,0.3298365387673848,Iris-setosa
+130,6.046184177278621,3.0455041250572426,4.619990563098835,1.536101976589112,Iris-versicolor
+131,4.765679896751746,3.1414852999473557,1.3733837574943084,0.1750399935406888,Iris-setosa
+132,4.691982518947177,3.1169297994176084,1.387577369052188,0.18365328717277035,Iris-setosa
+133,6.511623908214775,3.038517285558827,5.216990521604,1.6522624186979977,Iris-virginica
+134,5.017624436066176,3.865963136420863,1.3265825052102131,0.2541554423503621,Iris-setosa
+135,5.830282026449955,2.798556041761366,4.156374783372351,1.3094173247991412,Iris-versicolor
+136,5.924292202995062,2.671182891693195,4.107821065531919,1.5063078565919252,Iris-versicolor
+137,6.003367226218606,2.4722755116284483,3.6664084366498066,0.893446191681441,Iris-versicolor
+138,4.86765866565796,2.7998005465480986,1.2226902703863045,0.17991727979665,Iris-setosa
+139,7.328212825746689,2.857759039506132,6.207702604576259,1.6022047816262415,Iris-virginica
+140,5.13136639406231,3.1842409836829604,1.5779350341732328,0.2756086180907456,Iris-setosa
+141,5.919137616747818,4.166953291966937,1.536412554338823,0.5290860929006462,Iris-setosa
+142,4.78338684049674,3.7967656100309934,1.5769478535144208,0.2526558893244902,Iris-setosa
+143,6.014810894289192,3.3115464485049464,4.809435117121489,1.6194587644585285,Iris-versicolor
+144,6.065574383581019,3.026237432091005,4.559193418799209,1.5159597807565188,Iris-versicolor
+145,4.925049938658497,3.2585952242085727,1.4625345637554643,0.4192288820147268,Iris-setosa
+146,7.026505454899896,3.1608810629599815,5.430096448884244,2.376850847740618,Iris-virginica
+147,5.864185568910045,3.0494824562377496,4.375538159992561,1.4355055341063996,Iris-versicolor
+148,5.641411638504182,2.6363510165865787,4.185825170490547,1.302299735503896,Iris-versicolor
+149,7.114116156366852,2.9928865748686357,5.6260825076007395,1.8058342202144497,Iris-virginica

iris/tvae/df/20/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/21/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.698991941569936,2.459716571865157,4.128300594766699,1.3603534003596713,Iris-versicolor
+1,5.736939645476323,3.1427939545279235,4.561461648044496,1.7054422470730475,Iris-versicolor
+2,6.209051846618569,3.480713361205166,5.1288243823558135,1.9834863638107656,Iris-virginica
+3,5.05342094073364,4.12773777843336,1.5288499386017547,0.30725459940254696,Iris-setosa
+4,6.280831277654828,3.187885524490725,4.906818359568004,2.1578336127667903,Iris-virginica
+5,6.95331335197984,2.9561022156570322,6.195217136579118,1.8398738571253965,Iris-virginica
+6,6.2891216423769825,3.1968427976043214,4.492015606592634,1.3067760130856962,Iris-versicolor
+7,6.475430213865834,2.80264940431459,5.558994322590814,1.8310718703996476,Iris-virginica
+8,4.927483711943521,3.283216501286492,1.1903750844334815,0.18227505675278227,Iris-setosa
+9,4.9348360870384855,1.9626560962952029,3.4610674762335343,0.9779301007610349,Iris-versicolor
+10,5.439063929485405,3.908150717844215,1.4596322037617118,0.18199103237199327,Iris-setosa
+11,5.198975567232861,3.4598796317979237,1.588042403679346,0.4722408392974127,Iris-setosa
+12,6.889502692001064,3.017666183116273,5.7088124678679,1.8964918144914327,Iris-virginica
+13,4.784456935748432,2.54171780513366,3.390639087875466,1.1005711607574304,Iris-versicolor
+14,6.919244212273882,2.9110268542110047,4.5757975774476565,1.7231023047053697,Iris-versicolor
+15,4.935911627315118,3.7975193524884543,1.7193732313162045,0.4838730189357062,Iris-setosa
+16,5.090065751222079,3.203377949795208,1.3735213604354815,0.2738776134058032,Iris-setosa
+17,6.04427374522612,3.0780839312277792,4.889471555691144,1.6464323352894832,Iris-versicolor
+18,7.237503418853578,3.0375848159245877,6.474502288552032,1.9203192862249006,Iris-virginica
+19,6.212703006261813,2.837707469399969,4.318740400428728,1.1728892871019876,Iris-versicolor
+20,4.850902062453115,3.5600565464246086,1.6838046941406655,0.21691058475607833,Iris-setosa
+21,6.284634323621178,3.081001962693412,5.141362380996051,1.7301576524091573,Iris-versicolor
+22,4.717685583361098,3.3913162382061706,1.4793051031765072,0.22253757329203905,Iris-setosa
+23,6.404668187876763,2.729716354072849,5.644176624447292,2.1034816202565696,Iris-virginica
+24,6.073996989097239,2.7163218140782805,4.766812912651729,1.5377057272829429,Iris-versicolor
+25,6.075282092671137,3.0820243951793485,5.134342758055952,1.8752830461906709,Iris-virginica
+26,6.960582391810471,2.802205071142291,5.302582679776889,1.6966483414422446,Iris-versicolor
+27,6.836054265496673,3.162813688635497,6.156959393565055,2.3842905492572193,Iris-virginica
+28,6.47598602500274,3.020056003457158,4.842023668821776,1.5375366625360594,Iris-versicolor
+29,5.028900316053673,3.3286404184163634,1.622693167656211,0.291237076273862,Iris-setosa
+30,5.958953439227537,2.6710506610546876,4.335179036526764,1.3706763949700982,Iris-versicolor
+31,5.017988018435327,3.5581636100386143,1.7455400198495392,0.37353341641301235,Iris-setosa
+32,5.971956890040923,3.1999786256662786,5.455313089108641,2.183445049322891,Iris-virginica
+33,5.975805656422718,3.1230992202893075,4.4009915116014895,1.3128154036610171,Iris-versicolor
+34,5.592843633879835,2.562518836576252,3.939010313372564,1.3605612780937164,Iris-versicolor
+35,5.9659362193619705,2.718792948487898,4.822234619415892,1.2692213539360946,Iris-versicolor
+36,6.184616691920395,2.890647045827162,4.776024642727639,1.4625598086290927,Iris-versicolor
+37,4.695068667800649,3.40918156193612,1.354954219988451,0.2770131571285826,Iris-setosa
+38,6.99592511997254,2.8297199666553445,5.864261440803384,1.6839527216735344,Iris-virginica
+39,6.354738334393446,3.007610782809985,4.76756994594978,2.00834567085752,Iris-virginica
+40,6.267591520143063,3.0924291159373443,5.1379604111601,1.9868102306610014,Iris-virginica
+41,6.405798308605722,3.115562030608885,4.712203749096706,1.3961843179324656,Iris-versicolor
+42,4.645924633569152,3.1032742847784074,1.48168263216648,0.24380897783181646,Iris-setosa
+43,5.911284909503093,2.6767052783739915,5.435173957168708,1.7929861872740132,Iris-virginica
+44,5.282084724598579,2.7395557152573278,3.7815567515272592,1.1990468540805421,Iris-versicolor
+45,5.443645993099352,2.6968477642223805,4.336208033637751,1.1190082831160035,Iris-versicolor
+46,5.795092897289234,2.893530348369568,4.59057869423947,1.3459761648041708,Iris-versicolor
+47,7.2299926938918295,3.419055657346319,5.867824767720992,2.063223590174644,Iris-virginica
+48,6.446588660933683,3.077547734391811,5.428604021992179,1.8074787576612152,Iris-virginica
+49,4.76527709668839,3.7607294108625853,1.5431610048301703,0.22738827175682153,Iris-setosa
+50,6.176148255248411,3.3637781134837246,4.174008312807399,1.3249135922632305,Iris-versicolor
+51,5.710090554864377,2.4076395248268856,3.9488774825603263,1.0390895365760575,Iris-versicolor
+52,6.412934051776332,3.0298086116157323,4.857718369955007,1.5402699729009837,Iris-versicolor
+53,6.006348235575191,2.3812380398609094,3.840123737295749,1.1545363524442163,Iris-versicolor
+54,5.741167678894793,3.2029290122786973,4.320777181873123,1.7416239794561075,Iris-versicolor
+55,6.48247768937363,2.9309229615616426,5.589123047335831,1.8463850213932305,Iris-virginica
+56,5.933108467516987,2.5376760982551065,3.827486052441051,1.0384315876678032,Iris-versicolor
+57,5.153326871848642,3.337251150454327,1.1093866965503953,0.22442511515166633,Iris-setosa
+58,6.824289007894575,3.233769393990094,4.424658437401853,1.5164903567770733,Iris-versicolor
+59,5.361948481196541,3.8158418559215854,1.5608637944420274,0.27460509193390337,Iris-setosa
+60,6.435475763337451,2.767328692083934,4.769922152092711,1.481463257898687,Iris-versicolor
+61,6.807643253743568,2.7317190060393606,5.9318865535107195,1.9733128752903553,Iris-virginica
+62,5.655834510458562,2.7757620677022414,3.7310860981563954,1.162397843627251,Iris-versicolor
+63,5.787761569439881,2.8340320258261045,3.963723024702686,1.1276340364337751,Iris-versicolor
+64,6.974863220264776,3.3203647832456125,5.986432715858267,1.711926508833863,Iris-virginica
+65,4.74370933232386,3.150461426179382,1.3195788839830582,0.18459271066483754,Iris-setosa
+66,4.741761196894749,3.434566487213949,1.2450204387090715,0.44761699482050266,Iris-setosa
+67,4.628145310908253,2.8919600771117766,1.149637409855064,0.1346261503340085,Iris-setosa
+68,5.658265922588815,3.612946428560255,1.3101044723735524,0.24524245926934626,Iris-setosa
+69,6.129587175592599,2.9704499243883085,4.557855029126051,1.3698096082428428,Iris-versicolor
+70,6.842417344790717,3.1783178602432227,5.832119813840425,2.286317341569256,Iris-virginica
+71,4.751471533420431,3.2021166150615605,1.5133168887002326,0.2162337657951072,Iris-setosa
+72,6.307663905111101,2.8252016548897454,3.8878277171399853,1.225787449532532,Iris-versicolor
+73,6.447587547521064,3.240552785688272,5.374344373460393,1.6966782021919344,Iris-virginica
+74,6.022337432841689,2.6661344339161457,4.795979078190314,1.4120165918826009,Iris-versicolor
+75,7.166273802904303,3.0372529491407274,5.731976383348017,1.701944180530026,Iris-virginica
+76,6.027338962036195,2.728113874079653,3.7851813177544575,1.1378588943919685,Iris-versicolor
+77,6.775079589770356,3.0085882458462847,5.054680563061362,1.7284129605893295,Iris-virginica
+78,6.986205139738969,3.0957616772598078,4.562900679722863,1.7338333137176467,Iris-versicolor
+79,5.243923412747841,2.3464031631499296,3.8145245704192465,1.3484123738708746,Iris-versicolor
+80,6.315537173486957,3.0217986699143755,4.924822786300761,1.8912290114316284,Iris-virginica
+81,4.186167005565763,3.129853974187809,1.157654520505816,0.15022403052611755,Iris-setosa
+82,5.7282633327994485,2.731926517992375,5.101796241998881,1.7571980715813487,Iris-virginica
+83,5.249003241514028,3.1682123722292355,1.5971901580592784,0.3235661138382119,Iris-setosa
+84,6.466409746728998,2.9160225583480632,5.317210605063751,1.9468884295428945,Iris-virginica
+85,5.668051182144457,2.2341182688721037,3.701793609944873,1.1671523260093775,Iris-versicolor
+86,5.189225883256587,3.6153010312106497,1.576798212273678,0.18470276526017998,Iris-setosa
+87,5.898122079677721,2.7635590778018138,5.0099549099129215,1.4577350869296053,Iris-versicolor
+88,7.227490949810103,2.685218215280007,5.976187317767297,1.7728234406268688,Iris-virginica
+89,5.669413343706996,2.6689610912176063,4.116545028278766,1.2401250675301423,Iris-versicolor
+90,6.297077542461984,3.4182515211288824,5.166081442277758,1.5082605012014676,Iris-virginica
+91,5.933285094102995,3.1087709170003097,4.447916094658345,1.6105520212270013,Iris-versicolor
+92,5.709432645243915,2.8311504216339647,4.270072114111411,1.3323011951605415,Iris-versicolor
+93,6.277655117401429,2.825814915852722,4.855973848375767,1.694825578022485,Iris-virginica
+94,5.716284812964923,2.979506221717691,4.299916014064809,1.539282515258317,Iris-versicolor
+95,4.792632666398178,3.021634068760262,1.4207951717031089,0.1980658302578055,Iris-setosa
+96,6.020679751430822,2.9616129243513862,5.2814278103634065,2.0659000630356172,Iris-virginica
+97,6.462205880688112,3.1408130062867925,5.243845202746712,2.1115109302921544,Iris-virginica
+98,5.562726609152798,2.5889488834361574,4.347311823613952,1.2420595598469044,Iris-versicolor
+99,6.819875343056399,3.197404681795391,6.159618050932925,1.8925747109912274,Iris-virginica
+100,6.01548917372952,4.022455342226759,1.7552717913829676,0.4826117285689019,Iris-setosa
+101,4.866930632537008,3.426416925286458,1.6059483600521787,0.34112839694084146,Iris-setosa
+102,4.860972918618054,3.411047937469126,1.6071846304531632,0.1367102467334397,Iris-setosa
+103,6.5806481110045905,3.077616248589113,4.583291506892303,1.058225324417396,Iris-versicolor
+104,6.603991457399345,2.4972005003044946,5.146251203682662,1.7034212512900004,Iris-virginica
+105,4.475668388434388,3.003373857229208,1.4247046325058317,0.1973341479806633,Iris-setosa
+106,5.804172929871884,2.9445353439936532,4.509136416785914,1.2961447305014617,Iris-versicolor
+107,6.598156717022854,2.9059917107595186,5.197143450170797,1.9601196492215918,Iris-virginica
+108,4.920367683921252,3.3920171000488573,1.542294102680641,0.1329263722732012,Iris-setosa
+109,5.442572919327654,2.612723384981525,4.089647040928534,1.1747838995057387,Iris-versicolor
+110,5.744850722946476,2.1906322107050187,3.781454022996024,0.9271640783219715,Iris-versicolor
+111,5.161778370613661,3.6545468254061393,1.324314071261042,0.22171396497147178,Iris-setosa
+112,5.7391310467507495,2.593938594193921,3.7154161549745437,1.0899545958960535,Iris-versicolor
+113,4.785270120507128,3.330381170895807,1.4229956239448174,0.21328688982068447,Iris-setosa
+114,6.040972467124132,2.9979739491585393,4.385993287645234,1.3165095411185834,Iris-versicolor
+115,5.962678242177032,2.642914754854449,4.226630130329056,1.326741841019345,Iris-versicolor
+116,4.894616311308384,3.222450793786836,1.4201672265708836,0.17096132022572755,Iris-setosa
+117,7.587742857703098,2.738230809593827,7.092586194618247,1.8496194353482465,Iris-virginica
+118,4.787799701531519,3.4532297230129494,1.4278013079781293,0.17195611415457887,Iris-setosa
+119,5.859923538109691,2.9617226053749577,4.57027114374597,1.8577114600580642,Iris-virginica
+120,5.080971532253023,2.7404652532164175,4.596449107582736,1.3117179786558304,Iris-versicolor
+121,5.869022547772016,2.5304333736124476,4.2974138497720915,1.3237845111508186,Iris-versicolor
+122,4.800290306472885,3.736422069530253,1.6800179916678621,0.37469839290466744,Iris-setosa
+123,4.902018551225258,3.297571183198718,1.5779646827395157,0.16170951214721463,Iris-setosa
+124,6.895191908345577,2.7878665080434555,5.220666809604965,1.788254050238007,Iris-virginica
+125,4.473458122762438,3.126018101096563,1.2007149078829085,0.1722525403998449,Iris-setosa
+126,4.898969350044985,3.799166343454035,1.7301652329042592,0.33272882253999925,Iris-setosa
+127,6.886583173289644,3.346845733644251,5.82536933633423,2.2730176985894546,Iris-virginica
+128,6.3411917486705764,2.8410965218250337,4.296801043194151,1.4305452219629233,Iris-versicolor
+129,5.842655350527364,2.931272203933008,4.2562372107993,1.3912194155846223,Iris-versicolor
+130,5.908759136782738,2.867692859471043,4.833504235577771,1.5814340082274068,Iris-virginica
+131,7.1296270768608485,2.9906469441261003,5.28395139637113,1.7447863621644513,Iris-versicolor
+132,5.445605401070905,2.811169155933681,3.968457964932651,1.2706876213722873,Iris-versicolor
+133,6.951731398536805,2.623920072983978,4.492330227418845,1.2604437427498223,Iris-versicolor
+134,6.732091299911053,2.914249485745893,4.876677393934738,1.4862754833533363,Iris-versicolor
+135,5.684591706345477,2.7944775294660884,4.434510314616299,1.4406328857714592,Iris-versicolor
+136,7.208390183422279,3.157102512054664,4.934798621661442,1.5582615370582715,Iris-versicolor
+137,4.463368913700736,3.482870012622867,1.2027250286931706,0.17897509246619053,Iris-setosa
+138,5.0308306937527245,3.1899281197062694,1.7034590566832932,0.24098406449391116,Iris-setosa
+139,5.277167951322145,3.3469869355665094,1.34579553402633,0.09615264913322386,Iris-setosa
+140,4.968884266162958,3.6336693927838826,1.6612050517787709,0.26118166050273167,Iris-setosa
+141,4.905461102561141,3.265564064004534,1.5938225177936982,0.46406302577059444,Iris-setosa
+142,6.735645318563928,3.282909317958427,4.617498355658566,1.4116850461413857,Iris-versicolor
+143,6.28323325994001,2.9948968186078577,5.562587346261947,2.280334114732568,Iris-virginica
+144,6.058040877767112,3.024190680934723,4.67707716526515,1.5223013015904296,Iris-virginica
+145,5.640207948549616,2.64530166261137,4.208501374220427,1.3164337559728039,Iris-versicolor
+146,4.639862988117529,3.4099139262354905,1.4930017373501832,0.24588699813711562,Iris-setosa
+147,5.788471657223286,2.997618486698374,4.798478373236934,1.4981406010824538,Iris-versicolor
+148,6.021972397894743,2.9133226644720187,5.109091151688261,2.218342153934953,Iris-virginica
+149,5.826731995754356,3.020052246835205,4.34587116634622,1.4116278065795278,Iris-versicolor

iris/tvae/df/21/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/22/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.368795217149945,2.9456430278360726,1.2270015274404296,0.21066465019220787,Iris-setosa
+1,5.794078622630621,3.5984401603072307,5.506438141261945,2.356392255892324,Iris-virginica
+2,5.133442025118762,3.7222938431524213,1.7335637749797042,0.4083535426872189,Iris-setosa
+3,4.987411640930427,3.97904611483772,1.5558809675489014,0.17995797108508388,Iris-setosa
+4,6.327517027666371,2.9241100502161688,5.270019515605292,1.8200741084486882,Iris-virginica
+5,5.415797025487923,2.49154151232867,4.372301744733005,1.2212839101174888,Iris-versicolor
+6,6.132096339011952,3.174339698775716,4.566672936994014,1.5533111212463002,Iris-versicolor
+7,7.203530638678199,3.0172729462724233,6.308953454655169,1.7471097055382323,Iris-virginica
+8,5.764981108275554,2.843359962138664,4.56787018596099,1.4822427131673803,Iris-versicolor
+9,4.9255470644528225,3.442459113020981,1.543614563097332,0.2178990941481723,Iris-setosa
+10,4.626851268752306,3.436231557183765,1.3810166149234095,0.18488086211062477,Iris-setosa
+11,5.7443010167653785,2.577015974054417,4.402397201010552,1.2448095466272697,Iris-versicolor
+12,6.2036807933526585,2.780540009522338,5.186069090972292,2.0763917337428515,Iris-virginica
+13,5.063186484366814,3.766454080396546,1.2803673115478351,0.26582254114843473,Iris-setosa
+14,4.925892035792069,3.272768842917735,1.4740317449362335,0.3474169594062474,Iris-setosa
+15,5.86746098691161,4.397099579138964,1.5508802603616367,0.29953906072545367,Iris-setosa
+16,5.140358420938509,3.6235490899683285,1.5715282112858333,0.29634253801416754,Iris-setosa
+17,5.820288593822209,2.842216007698197,4.164195717950371,1.2167876824857462,Iris-versicolor
+18,4.737663431307436,3.2827656567645334,1.4083310448798794,0.20796140967915244,Iris-setosa
+19,5.728302573187296,2.700193442068991,4.682595650952641,1.8295047347387667,Iris-virginica
+20,6.985626515979222,2.9874941997033555,5.304719497650276,1.9201979592285134,Iris-virginica
+21,4.539111367325971,3.246276249222422,1.353544852793338,0.1686865621604592,Iris-setosa
+22,5.7667024415603985,2.9970148288567184,4.768885897133666,2.2662839224001394,Iris-virginica
+23,5.016587077231959,3.528035030150555,1.604161914052327,0.5399904183416151,Iris-setosa
+24,6.14394293587433,2.8668472071537323,4.797366057805755,1.3713078724017014,Iris-versicolor
+25,5.836378648435688,2.734041558761595,4.15845877761252,1.2088267567140494,Iris-versicolor
+26,6.533211850857276,2.9605228798129,4.512008170576676,1.5077377105149294,Iris-versicolor
+27,5.021698700511122,3.619758291018937,1.4633811117027002,0.195337214397924,Iris-setosa
+28,4.265171267410143,3.8583651734433166,1.449624492296805,0.15191532576920064,Iris-setosa
+29,5.913037331888675,2.7604649798924403,4.316845047218635,1.214676119853252,Iris-versicolor
+30,6.206931769911142,2.6942186711240566,4.511716291489478,1.0254382367821195,Iris-versicolor
+31,4.5416412103012105,3.3108521536527284,1.510373484507492,0.2065419851792788,Iris-setosa
+32,5.84926354849337,2.541350797011573,4.511659976025793,1.363794334171593,Iris-versicolor
+33,4.832690230560226,3.494087701246319,1.3693307344059926,0.3288891823276678,Iris-setosa
+34,6.400589900840052,2.820265280608287,4.967109249750091,2.1774889030306124,Iris-virginica
+35,7.138490367665173,3.2299597158139512,5.872879519898799,2.0084138529996274,Iris-virginica
+36,7.216875764420258,3.182748443479892,6.450555411808507,2.037494558815088,Iris-virginica
+37,6.675850639408244,2.9901563423644757,4.785011230969899,1.7250555924463038,Iris-virginica
+38,4.944722658434107,3.596462650441947,1.404618009660487,0.21626793671062122,Iris-setosa
+39,5.818374776671096,3.6900276250551935,5.445901160858029,2.28981074279335,Iris-virginica
+40,4.94280770296041,3.5468686548827577,1.6062091210244611,0.272096072004264,Iris-setosa
+41,5.901316319545563,2.314318901666675,4.44863546111279,1.3616336953063972,Iris-versicolor
+42,5.843541800632342,3.2669755373895657,4.599109640991307,1.6116714630781759,Iris-versicolor
+43,4.837845652360965,3.0083044437493736,1.3800086897576196,0.22213609243570756,Iris-setosa
+44,6.614266988661713,3.1746956517254405,5.358239613250927,2.112993295998112,Iris-virginica
+45,4.857759749316532,3.684378490929287,1.7814071712807809,0.2194146819984359,Iris-setosa
+46,6.182545870626687,3.07057377312888,5.407645525459891,1.674005389214427,Iris-virginica
+47,5.451126019546142,2.7031246897018457,3.508295356711889,1.212031882134099,Iris-versicolor
+48,4.807829468407131,3.3872221712619988,1.320029165800853,0.2122659611323912,Iris-setosa
+49,5.86632501404486,2.6345748887467266,4.24462912190186,1.2625518825676325,Iris-versicolor
+50,6.150961806619,2.7785715167367355,3.911256370108547,1.3291286325362215,Iris-versicolor
+51,6.054757102404785,3.0046433507394674,4.283612000879469,1.3580320273345945,Iris-versicolor
+52,5.842749868562356,2.6712178723228273,4.638847279379879,1.2381525961082966,Iris-versicolor
+53,6.067774309020184,3.0282257489771944,4.735991531990459,1.4902050513625993,Iris-virginica
+54,7.032821362153648,2.5542747866831106,5.385015529986047,1.5652679623260748,Iris-versicolor
+55,6.094924342438378,3.124782261151008,4.13798371766161,1.2825392192970835,Iris-versicolor
+56,7.005123743586814,2.701498157876708,5.422852623162756,1.7460330350001323,Iris-virginica
+57,5.857718846434164,2.1609403120025696,4.026485533550188,0.8403083606963732,Iris-versicolor
+58,5.755989393937019,2.9402807098979813,5.074752638020043,1.7385168517024652,Iris-virginica
+59,5.115424813350915,3.6883281260720056,1.425172474633093,0.38977180217168406,Iris-setosa
+60,6.016459614681401,2.877602883443622,4.295138538756925,1.4678052554355776,Iris-versicolor
+61,5.741722784634408,2.9886968122960735,4.588575554302321,1.4785212247935657,Iris-versicolor
+62,6.73433587698482,2.795197503923311,5.843623859182041,1.975801544682161,Iris-virginica
+63,5.828687330247517,2.550588917946759,3.7331610630781054,1.126526357264416,Iris-versicolor
+64,5.929788262178319,3.144389394194801,4.649030542455666,1.3800683202773854,Iris-versicolor
+65,6.5767539287462045,3.0354146632583454,5.404889956442637,1.872074850560068,Iris-virginica
+66,6.166358406525525,2.7864669145949876,5.09575619421585,1.7388420810104581,Iris-virginica
+67,6.804439208009804,2.8218248479290473,4.66204527719459,1.4430354757047585,Iris-versicolor
+68,6.814746904032419,3.2216927506833986,5.399304613436719,1.5735880100775488,Iris-versicolor
+69,7.273408476519835,3.55565759416019,6.266434357448932,2.0260067082799327,Iris-virginica
+70,7.137038290471518,3.0899097386056136,5.929607424486706,1.7790190098734668,Iris-virginica
+71,6.338954429631206,2.7811941593131335,5.469260396969815,2.3052906095512946,Iris-virginica
+72,6.507859212026498,3.1233354510814135,5.432826993454698,1.8325386307213396,Iris-virginica
+73,4.999479979022279,3.055918592604767,1.3646210497230407,0.17792875237420794,Iris-setosa
+74,6.6536170372093135,3.0045201384227194,4.513110052193252,1.4283109600561867,Iris-versicolor
+75,7.165975435708198,3.1140714225368704,6.240532475802956,1.776709786611147,Iris-virginica
+76,6.431365498398147,3.3805552081784245,5.475609024845072,2.1298735120649903,Iris-virginica
+77,6.056701297451258,3.1334818952059775,4.520869051949656,1.607716318444979,Iris-versicolor
+78,5.6600694125797295,2.6727366916419273,4.348375925157339,1.3005947711882007,Iris-versicolor
+79,6.021487766699456,3.4103437848555167,5.478498665134426,2.3688728370503913,Iris-virginica
+80,6.857313419582215,3.1367952230182454,5.835600039462799,2.0883200156875383,Iris-virginica
+81,6.8575293938459065,2.683823563387576,5.771762647836328,1.6809035598678352,Iris-virginica
+82,5.2041538398870415,3.793936575364969,1.5459020215511659,0.3537200208955984,Iris-setosa
+83,5.348792067014403,2.670720816079876,3.736274276859043,1.4912607688484423,Iris-versicolor
+84,4.387686512994228,3.156938696094117,1.4018146420311328,0.27558667556320704,Iris-setosa
+85,7.023528370828438,3.297326958352669,6.268326894773759,2.1924796996752716,Iris-virginica
+86,6.401242176875262,3.879968509681523,5.596016691822172,2.481544694929026,Iris-virginica
+87,4.98457616756809,3.326112912403505,1.7025719136978508,0.3299084734593224,Iris-setosa
+88,6.039679921926048,3.0665446441644426,5.226815157640887,1.6922110366366478,Iris-versicolor
+89,5.828579442330995,2.804102984857098,4.183649981224638,1.3685691849046189,Iris-versicolor
+90,4.533824747358519,3.0657960568145564,1.534513237233843,0.2678755381152849,Iris-setosa
+91,5.69357910404937,2.5883845197502082,4.127353930609805,1.1527951835090495,Iris-versicolor
+92,4.991549579405975,2.7988683971900707,4.262450748727095,1.2927227611124636,Iris-versicolor
+93,6.346724098227308,2.7843219090924274,5.237062874742657,1.7142686088407437,Iris-virginica
+94,5.721345470180242,2.681718890255984,4.876898786873051,1.6913801912167203,Iris-virginica
+95,5.979371582718369,2.985300477018011,4.919769251085826,1.5169455183190368,Iris-versicolor
+96,6.503749166975139,2.5687128289169743,4.3038810275390595,1.135733544415007,Iris-versicolor
+97,5.9225475875955444,2.881072259870597,4.6492428164606485,1.379363462486003,Iris-versicolor
+98,6.553897799736409,2.9863834700949314,5.247227966934746,1.92303452830749,Iris-virginica
+99,6.662156728757694,3.2440949738358094,5.527451175257726,2.612003096950244,Iris-virginica
+100,5.05200964636851,3.4076844077188304,1.2952038275320892,0.1370675249853661,Iris-setosa
+101,7.027737446906715,3.9549378142527143,6.36287319322795,2.5001213245141494,Iris-virginica
+102,6.1296847650589,3.14806582363777,4.924631872400004,2.2443021634229354,Iris-virginica
+103,5.07499938207528,2.7973852698505763,3.6221143008393453,1.1305090981551744,Iris-versicolor
+104,7.276452118505167,2.8380293208361116,6.332398039132326,1.8825935526791329,Iris-virginica
+105,5.080748498367329,3.249824636124973,1.525999136862121,0.22641715055538195,Iris-setosa
+106,5.699107433669814,3.229895504858784,4.777457217485613,1.4547110858575447,Iris-versicolor
+107,6.151402470406217,3.6605410935225953,5.492686446739352,2.1074689329292045,Iris-virginica
+108,6.319719667988154,2.773545316618347,4.549096454130849,1.4975903260796406,Iris-versicolor
+109,6.234695560124411,3.345785727670826,4.786260376410945,1.5634020643583666,Iris-versicolor
+110,4.897358711712839,3.028324508149882,4.657112667991262,1.5582795474241458,Iris-setosa
+111,6.535028007030525,3.1530785852186316,4.535279949474022,1.6019898435378692,Iris-versicolor
+112,6.237365001013338,3.2762733382218148,4.960961825119054,1.5842904288869122,Iris-versicolor
+113,6.602623435941077,3.3742466209647524,4.360297139742246,1.4108938045218882,Iris-versicolor
+114,4.925535176891913,3.818463538838339,1.8282641015412282,0.5012698266654771,Iris-setosa
+115,6.331160023382883,2.9123841474540497,4.112024329836561,1.2289031252553615,Iris-versicolor
+116,6.384613575532964,3.056085454218014,5.225172051258121,2.175959845897058,Iris-virginica
+117,6.477670900512309,2.831118576172159,4.302784859920619,1.4682439460601209,Iris-versicolor
+118,5.188348045942934,2.0431593013793607,3.916453078845101,1.2938240313959979,Iris-versicolor
+119,5.2265052199187565,3.926799764655472,1.3434029061110089,0.1818936970393565,Iris-setosa
+120,6.510255268386669,3.1640108221896823,4.771988015068243,1.8195144529181668,Iris-virginica
+121,6.195317842393661,2.8541585182257765,4.430028962625975,1.681018446289555,Iris-virginica
+122,5.798397352554405,2.770751398891202,4.476106396336012,1.7337386957395733,Iris-versicolor
+123,6.40895488142833,2.8635383135887915,4.851587464717885,1.5714017240894138,Iris-virginica
+124,6.936867104465916,2.8560514896381224,4.708739625240156,1.4314687834587112,Iris-versicolor
+125,6.44399719648864,2.9827242153607365,5.938304176927254,1.9378920076032902,Iris-virginica
+126,6.039038873301456,2.7975204447697686,4.761770346407154,1.6514109029978536,Iris-versicolor
+127,6.05489759611895,2.751342863777671,5.475847033697249,1.4633113600941172,Iris-versicolor
+128,5.714688440132083,3.068969517165064,4.083893903125129,1.247551800652027,Iris-versicolor
+129,4.901772975053078,3.3177201106530436,1.198720845256949,0.2273290862330626,Iris-setosa
+130,6.5287059357475945,2.9650584863023774,6.140380422883839,1.5921636035494786,Iris-virginica
+131,4.964816358618683,2.9282224587966086,4.626740166347466,1.2336185794461967,Iris-versicolor
+132,6.784688333462622,3.122897999178923,4.637484448305834,1.5103784933184028,Iris-versicolor
+133,7.427431294934518,3.383124336015046,5.935511244488781,2.2941183029798173,Iris-virginica
+134,4.674531488464669,2.844548341203433,1.4651543345151514,0.18634830343904843,Iris-setosa
+135,7.466710527073518,3.257354399298133,6.5940854240767734,2.266138042474708,Iris-virginica
+136,5.920984606338702,3.01742647438494,4.8831120083695465,1.6736627205187657,Iris-virginica
+137,7.1357644820749835,3.0031738424579557,5.865685330809663,1.819846942661041,Iris-virginica
+138,5.773536147454182,2.8190213748930777,4.310888769990237,1.2936929311239156,Iris-versicolor
+139,5.430667696125652,2.497150244364217,3.89800041989542,0.968149731044239,Iris-versicolor
+140,6.698290996751035,2.880128628015301,4.522169761384918,1.3028295657589628,Iris-versicolor
+141,6.081594316398391,3.0884906514401362,5.250547246647632,2.222677810114952,Iris-virginica
+142,6.92022127205183,3.1919836128929773,5.907814376140659,1.673622545251175,Iris-virginica
+143,6.436421050203028,3.167193372111904,5.070692633469243,1.3784405309876586,Iris-versicolor
+144,5.078647499072299,3.3621305007490294,1.3767991591014141,0.22830315528216924,Iris-setosa
+145,4.647178794045086,3.3684579626068714,1.4842618427705716,0.24320740136276017,Iris-setosa
+146,6.845127085962607,3.2027944042411463,3.770385971253666,1.1255484347172628,Iris-versicolor
+147,4.923740186627452,3.734726382868067,1.6359799734155636,0.45105945473886305,Iris-setosa
+148,4.833902481933867,2.726575549475986,1.1446870649862328,0.18716157229803984,Iris-setosa
+149,6.141846084378709,2.7638878520132546,4.657090733548053,1.6047139700728106,Iris-versicolor

iris/tvae/df/22/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/23/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.314520018124744,3.3705668205025603,1.6131379635134417,0.278233898516311,Iris-setosa
+1,5.420629191967932,2.7748922635647713,3.686418697492503,1.0491243997532402,Iris-versicolor
+2,5.592797564616193,2.7016784485699734,4.076531959835135,1.2080621109378655,Iris-versicolor
+3,5.640450212663164,3.8597979329869645,1.264276230226003,0.31506595501089474,Iris-setosa
+4,6.339949170389974,2.807478218175557,3.9398459590041908,1.3106921820104405,Iris-versicolor
+5,4.622278899926322,2.7954060029355303,4.247637184577605,1.5527869777806595,Iris-versicolor
+6,6.057830611738552,2.5238934223185767,4.3809980882498625,1.3302359559382824,Iris-versicolor
+7,6.550833874351775,3.242829218987378,5.229068005132775,2.2789732973520946,Iris-virginica
+8,5.630856336666094,2.8954700341357595,5.067825623299762,1.7393842549179594,Iris-virginica
+9,6.516408472133024,2.5257952174301894,4.344163200567196,1.2510830979741197,Iris-versicolor
+10,5.790309787738463,2.7156763500346175,4.311633271325629,1.2962807577034272,Iris-versicolor
+11,4.994012637267937,3.352828357057755,1.4921387327583582,0.08449646985508716,Iris-setosa
+12,7.102225483433954,3.2588345219401957,5.870281296383789,1.9127498730265893,Iris-virginica
+13,4.902974258630525,2.939080453583539,1.1798661564112547,0.16733888528555305,Iris-setosa
+14,5.714530427933694,2.764780581065828,4.159701304532314,1.2446263166599945,Iris-versicolor
+15,7.287014158745987,3.69969615200805,6.568565090757636,2.3318316018977736,Iris-virginica
+16,5.641326123074347,2.863689764907225,1.3302167748092768,0.2064808688977276,Iris-setosa
+17,6.205761136093084,2.997587135803112,4.633643777855966,1.4119602480874665,Iris-versicolor
+18,5.935441667530955,2.7376917596125594,4.268081681670836,1.3147368606322274,Iris-versicolor
+19,5.875739622299213,2.9416892911201518,4.68000467518857,1.474051322146786,Iris-versicolor
+20,6.715570334696378,2.6797265907037278,4.804106092032054,1.6404336091630358,Iris-versicolor
+21,4.576240347720605,2.8622543731407455,1.2811421151246258,0.1988447234142351,Iris-setosa
+22,5.050531505954461,2.3441651543881106,3.593109901847807,0.9350468969223127,Iris-versicolor
+23,6.196260795640451,3.348659096550498,4.866488432215824,1.5759693713178697,Iris-versicolor
+24,6.648331312665018,3.2119528393439913,5.191757105577367,2.2860661803742106,Iris-virginica
+25,5.88700868983143,2.3713377539021083,4.315554178551785,1.4792299404145168,Iris-versicolor
+26,5.839425405771516,2.84770872377728,4.534407493198696,1.2346551368974608,Iris-versicolor
+27,7.427240993197661,3.0540604753329528,4.951159265880164,1.5705505342885404,Iris-versicolor
+28,5.009642460000858,3.5336887310503453,1.512848212074767,0.48415092233768886,Iris-setosa
+29,5.831061394170372,2.7171892397658164,4.985146243571274,1.5636729224674313,Iris-versicolor
+30,5.341064346188572,2.612747091638984,3.708505856092634,1.0153407040574778,Iris-versicolor
+31,5.997011554417235,2.9012422588949462,4.049764294519969,1.2311830999346123,Iris-versicolor
+32,4.996099282938202,2.9560107990228284,1.3279695360581525,0.19098734740307372,Iris-setosa
+33,6.476177464601824,3.0058970081491934,4.527806055277025,1.386959869947734,Iris-versicolor
+34,6.662563278492841,3.1087156359287085,4.6606354711294955,1.312070900787671,Iris-versicolor
+35,5.574477934693033,4.181110253288892,1.5417957035762306,0.4042738187465605,Iris-setosa
+36,5.046297925947242,2.5696448542493684,3.894080859324328,1.119027139088594,Iris-versicolor
+37,6.29763327954248,2.930832851159622,5.462826440445312,2.1298117817714486,Iris-virginica
+38,5.332075066686642,2.8652183871030803,3.961947602949823,1.3033031403707152,Iris-versicolor
+39,6.970358767151629,3.132865554089095,5.682486152788746,2.2881727095601287,Iris-virginica
+40,5.218825537933073,3.5756873659621413,1.5022831643036414,0.14576247253806962,Iris-setosa
+41,5.620713519048784,3.0009496443595634,4.0625196869328875,1.3843636307630334,Iris-versicolor
+42,5.927413855702051,2.501698257628849,4.285460399851089,1.1636897459920583,Iris-versicolor
+43,6.409405787262873,2.734297446022137,4.285927745631491,1.262500494597425,Iris-versicolor
+44,4.456618304006481,3.3175637304970254,1.2761384318938291,0.20595346232387246,Iris-setosa
+45,6.253313803219764,3.0515735872205085,5.1192550452139995,1.6125758151427059,Iris-versicolor
+46,5.192562672820604,4.060206706307982,1.697024546194888,0.4460474433955388,Iris-setosa
+47,4.938856152239014,3.8742603815274124,1.5479512183507143,0.4083653558954419,Iris-setosa
+48,6.203758286309254,2.812952221506179,4.554367928352388,1.3809063888900754,Iris-versicolor
+49,6.070559950628755,2.7720472414934134,5.021083854415924,1.424191701751149,Iris-versicolor
+50,6.1686237468347835,3.0357465884205035,4.558559441538984,1.4507213678107806,Iris-versicolor
+51,5.438922415995301,3.7086479341196554,1.4442901589216484,0.21362376163490696,Iris-setosa
+52,6.575102486079199,3.392155260679682,4.554010809700176,1.4651900788700853,Iris-versicolor
+53,6.143694149102563,3.131967204151853,5.053751394524138,2.064688166594203,Iris-virginica
+54,5.555195176467971,2.775640319524668,3.9037081026212834,1.3355123972675558,Iris-versicolor
+55,6.317116900771747,2.9384098204615845,4.63345033371144,1.425437352478978,Iris-versicolor
+56,5.351229521814134,3.2813510249758826,1.5348299552574496,0.2044441027065023,Iris-setosa
+57,4.784593691848499,2.932156132114722,4.309505379594073,1.4341588761114783,Iris-versicolor
+58,7.1348657005436165,3.2333830630719618,6.268351347899959,2.1203557226066927,Iris-virginica
+59,7.271723666503843,2.872046213338559,4.537975041097758,1.4584141205187489,Iris-versicolor
+60,5.0845212467318115,3.7470230517279903,1.5721641118898884,0.40420370259631305,Iris-setosa
+61,6.859763503235559,3.5156587180485084,5.598368087589814,2.079161653912059,Iris-virginica
+62,4.9934946052239395,3.346813644092121,1.5519798180750857,0.1868292810713092,Iris-setosa
+63,7.288318277925999,2.951560505192399,6.218952078241019,1.9501906896261276,Iris-virginica
+64,5.617440906607827,3.1179282068702885,5.010546710053866,1.6305125768600701,Iris-versicolor
+65,6.806454930405703,3.059719346639491,5.246483867059648,1.5406404456513991,Iris-versicolor
+66,4.683206591674441,3.159498199081169,1.3720399241218135,0.2113170860403698,Iris-setosa
+67,7.307650982659484,2.924138724280581,6.212355656582525,2.059613740384425,Iris-virginica
+68,4.993698236287865,3.181095957583066,4.914924012432735,1.5888995714817424,Iris-setosa
+69,4.7586497480576,3.336553257708915,1.2168556361059364,0.2522492731480963,Iris-setosa
+70,6.731203481678906,2.995307955710313,4.754544630364573,1.7715709362109613,Iris-versicolor
+71,6.408919578091825,2.8434877401921184,5.172668447444067,1.9379082019852172,Iris-virginica
+72,6.854497697482992,2.944907102065668,5.054477761402869,1.5272827530267559,Iris-virginica
+73,6.220424455240056,3.073916651438067,4.326733346483066,1.4569218210031414,Iris-versicolor
+74,6.194137549829748,2.976330800582522,5.433541843307542,2.00784763133331,Iris-virginica
+75,5.051254063997311,3.53296246744151,1.4508455800867814,0.16551448416836512,Iris-setosa
+76,4.552604422626997,2.887524203808601,1.5075499076364485,0.20071603430446244,Iris-setosa
+77,6.651331036360872,3.1907664916381098,5.665632136245115,1.7363161264476656,Iris-virginica
+78,6.02245214162248,2.6157303210875047,4.144470672232438,1.3579170182189406,Iris-versicolor
+79,4.711686590539901,3.6402790750402003,1.5113360199220054,0.15100700245276827,Iris-setosa
+80,6.232813630620812,3.4580554114591173,5.588293791212735,2.3099199725452735,Iris-virginica
+81,5.135890115205937,3.4418357570425413,1.4994113356549046,0.3844878729317649,Iris-setosa
+82,6.569478688278537,3.3611754561660496,5.338564658696033,1.62750727964735,Iris-virginica
+83,5.034344681599287,3.1604639087939974,1.3775639417763454,0.21711898957639486,Iris-setosa
+84,6.752212595666978,3.046844810351716,5.673847092055785,1.5949017281351343,Iris-virginica
+85,5.926925316885112,2.8444473642158106,4.049753570035456,1.1958493739226712,Iris-versicolor
+86,5.324656213748122,3.4002254449198133,1.4164055096324244,0.4768375469050703,Iris-setosa
+87,6.372572195713873,2.57853152816108,4.432921431397728,1.3197806817781803,Iris-versicolor
+88,5.745611947011403,2.8194769660417394,5.302920980847389,1.6573386256919083,Iris-virginica
+89,6.4658394117362015,3.067094969852111,5.5757833042555625,2.1108175016934387,Iris-virginica
+90,4.765147010487154,3.214312989239735,1.3033545963409432,0.18528748371366288,Iris-setosa
+91,5.991959786315665,2.7698368672267617,4.8224067937161,1.6348094354657166,Iris-virginica
+92,7.353609879994455,3.047308314111904,6.19162138612741,2.2647703468795686,Iris-virginica
+93,6.927577194359433,2.625299602734321,5.920930118381994,2.0468985862974938,Iris-virginica
+94,6.088515731866916,2.6313947852038404,3.5838389661744143,1.094856094461853,Iris-versicolor
+95,4.84789527238455,3.391050495612423,1.4372415957728268,0.15365562108720937,Iris-setosa
+96,5.957746268439489,2.904441959725334,4.778321557947257,1.4513731183276468,Iris-versicolor
+97,5.5947656548714555,2.5678384081312355,3.9517249705844275,1.3583669966267862,Iris-versicolor
+98,4.971286585872617,3.761851560694253,1.6237409909017115,0.5227021614423375,Iris-setosa
+99,5.302695788338269,3.8768620446666446,1.3507320735748212,0.21176514376959665,Iris-setosa
+100,6.310121259034123,2.9073582599653047,5.693215895931827,2.2526413380501307,Iris-virginica
+101,6.806658429761289,2.7542440616616415,5.4859560302133215,1.8186636296202843,Iris-virginica
+102,7.145747401172729,3.4731466435778287,5.751124412085365,2.0391544978639558,Iris-virginica
+103,6.584435789525437,3.0067457491395806,5.347962877965084,1.6144814294633423,Iris-versicolor
+104,6.4724557688789925,2.7080417379763158,5.114143973077425,1.4113101675623427,Iris-virginica
+105,6.2147902275662075,2.6801429109114245,5.0182076519787495,1.6743663659979142,Iris-virginica
+106,6.599820393114755,2.7903774000753487,5.365704184467143,1.916077826910373,Iris-virginica
+107,4.733866998280401,2.6610504451050945,1.1995959706345243,0.13239627866012174,Iris-versicolor
+108,6.29462781436899,3.4083133409350452,5.665935337529688,2.0307657418282568,Iris-virginica
+109,4.945554469657662,3.8516142381789282,1.4632187454712948,0.17001960731475246,Iris-setosa
+110,5.982895047302751,2.6658085990327245,4.487641660248179,2.000747787382587,Iris-virginica
+111,5.9868005791931935,3.0033819880313724,4.793987653385159,1.567528698686499,Iris-virginica
+112,4.743699697828161,3.3105280354905764,1.3826115676280388,0.29000738191774433,Iris-setosa
+113,6.926277841259838,2.9797674279901583,5.194905309726076,1.731227229486933,Iris-virginica
+114,5.565878831715309,3.1700779950374427,4.859238915884045,1.4056254745103152,Iris-versicolor
+115,6.68005740541342,2.977626911460365,5.951221731332489,1.8974160239541085,Iris-virginica
+116,5.331541081014357,3.7384548407041054,1.4000600106583379,0.16965515351728658,Iris-setosa
+117,6.05411451325364,3.011490338314796,4.81981468933763,2.181842005995581,Iris-virginica
+118,4.994357648627671,2.5713137804876616,3.4802563592582456,1.0619306703774987,Iris-versicolor
+119,4.641301461848715,3.13426098670694,4.194113245691677,1.3738045853356735,Iris-versicolor
+120,6.234634695033693,2.7441277054236295,4.831758045839044,1.8980639585206744,Iris-virginica
+121,6.271592779458319,2.7827223181754404,4.3502074357896845,1.6109455882019117,Iris-versicolor
+122,5.870177659202156,2.821305911270687,4.3204588065478005,1.381071033790977,Iris-versicolor
+123,6.198654377692721,2.8569457344982414,5.199128390480854,2.2043869108331933,Iris-virginica
+124,4.341802567059406,3.100667950357108,1.5035242124572168,0.2113444603234279,Iris-setosa
+125,5.285880387317286,3.224847040960819,1.5389717354137016,0.2267376400382321,Iris-setosa
+126,5.324980032925715,3.4375139097538354,1.5949696012453387,0.4495487469954263,Iris-setosa
+127,6.741775302310142,3.14399850647168,5.81315017439982,2.3121108482040675,Iris-virginica
+128,5.07949733709464,3.5451841791079266,1.4378831104537388,0.3320291355549011,Iris-setosa
+129,5.41514696214444,3.4220443699260032,1.4263656503580309,0.20025572517945722,Iris-setosa
+130,6.839422588212991,3.092108675386666,4.1101566251221175,1.390060232047827,Iris-versicolor
+131,6.147790048292116,2.908146322887945,4.464403006153372,1.4584663645203646,Iris-versicolor
+132,6.38384319296723,2.77078045450223,4.497383950692051,1.7828069040149053,Iris-virginica
+133,5.873690890364905,2.568077557093383,4.551267593435974,1.3893631549998289,Iris-versicolor
+134,4.640506155695459,3.153167685861762,1.2361281777234345,0.13777895570056659,Iris-setosa
+135,6.126786834693591,3.186075378899941,5.193002015974563,1.87349009913477,Iris-virginica
+136,6.752646093123825,3.071350467577594,5.236990317063364,1.9132502671883758,Iris-virginica
+137,7.05063907876071,2.8514606230783737,5.11591761624757,1.6234728828682157,Iris-virginica
+138,5.829549438685335,3.3576603583031304,4.604492282706203,1.539313336205854,Iris-versicolor
+139,6.156488770243649,2.8895785149644118,4.79079362967924,1.4954288045371362,Iris-versicolor
+140,6.138662247651174,3.164013095496883,5.215721297596213,2.024697738902159,Iris-virginica
+141,6.153953809881287,2.583226605883358,4.880408075212243,1.6878125117792346,Iris-virginica
+142,6.604605195088955,3.2743303887241306,5.2706454048528295,2.27416173081886,Iris-virginica
+143,4.495708457481484,3.0385601700196974,1.4389227778352764,0.22691228294791504,Iris-setosa
+144,4.794575172045865,3.432306988684954,1.2237443635720782,0.2227232891904812,Iris-setosa
+145,7.4663925201455354,2.8033487968053357,6.4223415028367326,1.9009709409607598,Iris-virginica
+146,5.9270876568817465,2.7597234312157446,4.804476758738508,1.7282872506479006,Iris-virginica
+147,5.880037956126734,2.926861553124624,5.119148671358158,1.5391685455476096,Iris-versicolor
+148,6.434878049463939,3.3699848716078757,5.635000948825071,2.4246901098974702,Iris-virginica
+149,4.97369454056961,2.381057018513739,3.4998648769773744,1.1011482319687707,Iris-versicolor

iris/tvae/df/23/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/24/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.244741514813637,3.451224664137208,4.762586259614336,1.601873077848793,Iris-versicolor
+1,5.8866333672077,3.0871348531287026,4.302361573010024,1.4612791005490988,Iris-versicolor
+2,5.066178640305248,3.1062131121618908,1.6051066688994478,0.2558600486463733,Iris-setosa
+3,4.188442629589308,3.116421313187011,1.3777546663623577,0.2018323532386022,Iris-setosa
+4,6.45082883629347,3.105823963261708,5.232462820062335,1.7002114543277553,Iris-virginica
+5,4.649766587704373,2.818920332841394,4.359070155125623,1.5835074662119397,Iris-versicolor
+6,5.185447418360024,3.364928773549127,1.6685241907144635,0.29715615698587544,Iris-setosa
+7,5.074300278689844,3.4228514660940945,1.3265247848565398,0.23356404140273396,Iris-setosa
+8,6.4153503148093645,2.6459931637618497,5.812531565721347,1.6667356433003877,Iris-virginica
+9,6.180078911380119,3.1606024273931164,4.477063948463492,1.4745434124164034,Iris-versicolor
+10,6.34819094626981,2.8362050196357447,4.510335213792023,1.4993177104300206,Iris-versicolor
+11,7.0495164878711405,3.1665854287830535,4.597465136864479,1.3120868717595635,Iris-versicolor
+12,4.909509380294772,3.3657910785044267,1.4192859808077458,0.18086704195418796,Iris-setosa
+13,5.779009480061836,2.5434961415080366,3.582414129274926,1.0893600424207133,Iris-versicolor
+14,6.775009396024508,3.0156690615381265,5.4786145452285675,2.1887821544588384,Iris-virginica
+15,6.007914401607731,2.9752454168751648,4.377602804303703,1.2377341668279076,Iris-versicolor
+16,6.38218186006786,2.986086512666055,4.748553118569321,1.5487996271242406,Iris-versicolor
+17,6.219154570097212,2.910553981294829,4.536038255271894,1.6509075374753142,Iris-virginica
+18,5.7589808359045405,2.729521188844652,4.496085302944034,1.2696069145356388,Iris-versicolor
+19,4.9460276716991425,3.076782734703229,1.3705691257101411,0.19113705945830672,Iris-setosa
+20,4.4804969806895425,3.0229192646693823,1.152472582330142,0.2242570515490593,Iris-setosa
+21,7.273434908656369,3.3012989378466573,6.362707848564856,2.2567927598819058,Iris-virginica
+22,4.570225085665209,3.0333749067920968,1.4404557128709528,0.0966022577269289,Iris-setosa
+23,5.778301268600882,2.964892204013817,3.548772084630982,1.0722496879788421,Iris-versicolor
+24,6.517109605042,3.622822416734401,6.018402021454688,2.4619854189533004,Iris-virginica
+25,5.632459941769179,2.774798142507681,3.802053847375126,1.3816217844628105,Iris-versicolor
+26,5.7049271277886975,3.101330260011145,4.063549307986936,1.5528948027830938,Iris-versicolor
+27,5.497488002334083,2.5493730608745073,3.754669238457513,1.1832230598165578,Iris-versicolor
+28,7.494543648304333,3.3645027391652693,6.3464737626195715,2.1684559627844737,Iris-virginica
+29,4.641206553116849,3.1070724997110246,1.2671234996116751,0.23559497480758276,Iris-setosa
+30,6.2482810977076335,2.7775450972928026,4.8199266291536125,1.6123382059240197,Iris-versicolor
+31,6.777423700509084,2.6388620836216754,5.360504019154966,1.4407492817186323,Iris-virginica
+32,6.386082721300604,3.2713795734383893,4.631675399145607,1.7202465766183692,Iris-virginica
+33,5.921429111097964,2.966465784334501,4.439074210718591,1.4399426986687505,Iris-versicolor
+34,5.425156185476949,3.3485300427721203,1.5838827403064963,0.22579240423991095,Iris-setosa
+35,5.83785558131984,2.8682233090698004,5.7407231732362565,1.7912900808211294,Iris-virginica
+36,6.664835850364736,2.4376720790340127,4.606741909985914,1.4457495232391326,Iris-versicolor
+37,5.030027844060285,3.387591430056242,1.437565844062311,0.30390030175969773,Iris-setosa
+38,5.320180257042444,2.871634912186286,3.4682048337293923,1.157866417287063,Iris-versicolor
+39,5.177822215220472,3.4126901919910027,1.338221771390018,0.25707983643401117,Iris-setosa
+40,6.130612806007985,2.724874958842518,4.911845383866469,1.6149839855642614,Iris-virginica
+41,7.724286568768379,3.6926227907639415,6.640118317068779,2.228248978476716,Iris-virginica
+42,6.01571468869164,3.1133619799797496,5.5082419551297885,1.5165327694997446,Iris-virginica
+43,5.08787188551467,4.0711993933876895,1.7883287165018735,0.4572155088698432,Iris-setosa
+44,6.164519203352846,3.132112675772581,4.903985233147493,2.1217943601887264,Iris-virginica
+45,6.089343878592949,3.039425202623977,5.100031559489387,1.5811521125240582,Iris-virginica
+46,5.967178051412363,2.991574896055351,4.011581005945803,1.2743539314063512,Iris-versicolor
+47,5.182661154331571,2.2112411417654125,3.364419920324569,1.2293522639487269,Iris-versicolor
+48,6.03780154751636,2.9684265279043225,4.441871964485614,1.6152737724684871,Iris-versicolor
+49,4.73637012964188,3.554992188306527,1.1897541552877502,0.15601246380997782,Iris-setosa
+50,7.45597874929995,2.770685150882094,6.011996624750576,1.7830251373509256,Iris-virginica
+51,6.51851857953513,2.745347663739695,4.94175683787178,1.9645121665727763,Iris-virginica
+52,5.104807783490541,3.512322930275546,1.4664216664272869,0.2550513885039547,Iris-setosa
+53,6.189772324821314,2.8056373936739205,4.191433808315221,1.3438531494638812,Iris-versicolor
+54,6.885878905561717,2.9020704598706497,4.889628795275989,1.7202278406664564,Iris-versicolor
+55,6.16848291682384,2.9861981772418993,4.5447043270152365,1.571788207946254,Iris-versicolor
+56,6.279712724735874,2.8563146246923825,4.952664432873812,1.5939741528033957,Iris-versicolor
+57,7.149269580713154,2.9788675302663066,5.68045429526763,2.019654788162216,Iris-virginica
+58,5.04806946084146,3.3772750948503703,1.6088335794795348,0.24952499280025148,Iris-setosa
+59,5.081594737057037,3.094784029295317,1.4685960084641811,0.25408274234535516,Iris-setosa
+60,4.5831905521505165,3.0303613002086305,1.0821237506723813,0.1657664745630607,Iris-setosa
+61,4.978788986430023,3.5828673948909526,1.4296827493761375,0.21554982299034547,Iris-setosa
+62,6.701504464178491,2.9071896076418766,4.716060247093224,1.5254007827702643,Iris-versicolor
+63,4.840239916520259,2.887142956503387,1.026679160906457,0.19276749128518914,Iris-setosa
+64,6.54647405904526,2.839252398840649,5.661723457641228,1.849355353876224,Iris-virginica
+65,5.177525486596018,2.7105680498998432,3.6982144339286696,1.2619241890552646,Iris-versicolor
+66,4.37582511718685,3.1469040280134424,1.234624331174758,0.17513269430315842,Iris-setosa
+67,5.918672715845709,2.9615348536111874,4.398706356450118,1.312505644386344,Iris-versicolor
+68,5.850557749629244,2.713294360187251,4.670412428559368,1.416200100646824,Iris-versicolor
+69,5.064654645252731,3.257864526547693,1.356185231983113,0.215502406514441,Iris-setosa
+70,5.296560601438536,4.017843596139539,1.1451646818001617,0.21512735671183264,Iris-setosa
+71,6.683122206977638,2.8740019586148198,5.278439877605798,2.058432776203177,Iris-virginica
+72,6.8571871367803485,2.972244391441176,4.989866995094635,1.6016158269121,Iris-versicolor
+73,5.936155436511564,3.0677757361721456,4.473828381805875,1.526476223058894,Iris-versicolor
+74,6.459708923797555,3.1614251949728693,5.604588917204952,1.6410905088908987,Iris-virginica
+75,5.404397227122553,3.58194566134768,1.5838113535598477,0.28626477106266063,Iris-setosa
+76,6.272277736993535,2.618979312662859,4.885042500039977,1.8002111890224926,Iris-virginica
+77,4.867001941971432,3.4578538181929606,1.3242158043732695,0.2360271835584958,Iris-setosa
+78,6.518280759717848,2.7440506923250445,5.618948395270517,1.6189767235800372,Iris-virginica
+79,5.55432165047157,2.9112332514967973,1.1701752712364697,0.09904237273396393,Iris-setosa
+80,5.964208135127284,3.0111982555167205,4.640820457484305,1.5204676010384475,Iris-versicolor
+81,6.222410550204229,3.032310703496354,4.971171252025577,1.6040227340444495,Iris-versicolor
+82,5.044073830048505,3.2065147209518936,1.612156307385557,0.17505970994915543,Iris-setosa
+83,6.211197684687697,2.524548376402895,4.955908061019754,1.833108558076466,Iris-virginica
+84,6.829603259533917,3.185712346236964,5.904952404277292,2.1427628112541717,Iris-virginica
+85,5.989456693066417,2.7166505880654594,3.8768729337732277,1.0558678500869694,Iris-versicolor
+86,5.8595726977307905,2.3554528337348772,4.2019338936342425,0.9816402017217799,Iris-versicolor
+87,4.466104908660891,3.407672757783656,1.4697766015495488,0.24144169990035197,Iris-setosa
+88,5.149207631399393,2.58176152192021,3.6973227825561104,1.243234519708408,Iris-versicolor
+89,5.164448496021997,2.560320428078698,3.508629326323561,1.1773778549283511,Iris-versicolor
+90,6.180205254599713,3.1592075796251367,4.484434293573233,1.4805959114672211,Iris-versicolor
+91,6.905031202036381,2.884739383866209,5.7858591926197125,2.1960537561604005,Iris-virginica
+92,6.278399429789546,3.0590872129281164,5.631726159849769,2.167284434518818,Iris-virginica
+93,6.520149940656797,3.2122707892308497,5.410643413958308,2.059458742594623,Iris-virginica
+94,6.900946604226208,2.9575279658276834,5.059074347814459,1.5316197478183124,Iris-versicolor
+95,7.487041535085208,2.737565508539634,6.0012782463441265,1.8817240703603137,Iris-virginica
+96,6.887960152537124,3.0902412118593854,4.48371388360505,1.4775137837502137,Iris-versicolor
+97,7.010143323380225,3.052741890056941,5.500615171070579,1.7164434987300012,Iris-virginica
+98,4.833579295339437,3.176764242254314,1.4751740357945506,0.2409715795605081,Iris-setosa
+99,4.6405799689799165,2.842966874856906,1.2792707091343927,0.20366734201965747,Iris-setosa
+100,5.939594880911293,2.889579415235365,5.04393376535937,2.2635306100520687,Iris-virginica
+101,5.043135274822088,3.447364629718364,1.7311118319520264,0.46979531972217614,Iris-setosa
+102,5.886412770930211,2.6246384697661975,4.021368280784874,1.0611266828601982,Iris-versicolor
+103,6.841104148990834,3.268347031275806,4.545724050284755,1.49500135425142,Iris-versicolor
+104,4.932441364510979,3.4240092819493038,1.4206500206811232,0.2921482732497749,Iris-setosa
+105,6.297665994446318,2.958840507348954,5.101174954501478,2.080562290657905,Iris-virginica
+106,6.744879982736516,2.9688629293853346,4.529624435159915,1.3200069548716227,Iris-versicolor
+107,7.199622559232826,3.3025304210155904,6.085598788298297,2.0758112521323016,Iris-virginica
+108,7.005310412925551,3.109496726364669,5.0710530738739035,1.8163524442524048,Iris-virginica
+109,6.652493141140488,3.232142571405846,4.554919706264582,1.4091904702774385,Iris-versicolor
+110,4.79395715049671,3.1458517622017275,4.661777272976452,1.4872711280182132,Iris-versicolor
+111,6.419064592190017,2.7922953273872846,5.302770706687186,1.698275759026342,Iris-virginica
+112,4.96732549831612,3.465900041465033,1.2327903938561504,0.3949148233947651,Iris-setosa
+113,5.09677857448496,3.0731984348037007,1.4054607392068177,0.19890385333750354,Iris-setosa
+114,6.144879470003763,3.1206378211197947,4.454431489891859,1.3055131243884355,Iris-versicolor
+115,6.5725658611410624,3.036024327425546,4.785998293239412,1.5323796760950052,Iris-versicolor
+116,6.691775871440036,3.1180971276913763,4.736355620286853,1.6174119436300753,Iris-versicolor
+117,5.108446137096536,3.63829678950853,1.4805971440894667,0.4458004062748211,Iris-setosa
+118,5.185585044272499,3.726155661348448,1.3966396872558635,0.2824390349553679,Iris-setosa
+119,4.802630303580058,3.114677604101025,1.480485353783433,0.22985552885137223,Iris-setosa
+120,5.030861929331098,2.321250434007935,3.151870042406867,0.9708850735547946,Iris-versicolor
+121,6.094799237377814,2.7929827820702555,4.405762676900565,1.3960571264393073,Iris-versicolor
+122,6.62640524771605,2.848077339869471,5.135469860839553,1.6883178151755638,Iris-versicolor
+123,5.942828819231046,2.942188126851916,4.606105617420997,1.4392879361835282,Iris-versicolor
+124,4.80629236141252,3.0097928569636476,4.628866059995512,1.226149767220395,Iris-versicolor
+125,5.481230156917934,2.733372333817967,4.057539907000938,1.363372885462133,Iris-versicolor
+126,5.967713753049899,3.22398893597556,4.414397169239778,1.4645121161335921,Iris-versicolor
+127,5.939742504668182,2.9510727630088684,4.71005748991063,1.617523539549147,Iris-versicolor
+128,6.319100668894872,2.687431435210557,5.407861755794844,1.9410017494280591,Iris-virginica
+129,4.155363778837247,2.853688252431886,1.3984738825187122,0.29547454172782683,Iris-setosa
+130,6.352747232190929,3.17144465975899,4.140475925329047,1.2399272815109523,Iris-versicolor
+131,5.811822665387273,2.871902452177523,4.606641454958691,1.3104475823524813,Iris-versicolor
+132,5.357039528025044,3.0996274523994685,3.806640370988168,1.17514837315139,Iris-versicolor
+133,4.9629062308358165,3.1108047479248833,1.3831663986831895,0.24743855939077572,Iris-setosa
+134,6.96949784897027,2.7381161703660317,4.7892089522028725,1.3969854633224612,Iris-versicolor
+135,6.149409333818296,3.066271520891403,4.30264160063747,1.2070017898805843,Iris-versicolor
+136,5.273127482124971,3.3530557002380155,1.8070267281779264,0.4565116568002935,Iris-setosa
+137,7.022735197461185,3.05778558254433,5.732265677803016,1.6540446079078046,Iris-virginica
+138,4.786335656622222,3.446943358035656,1.3911377569789745,0.3614485936777923,Iris-setosa
+139,7.257255008136083,2.711075100388736,5.229380473393331,1.768076108689853,Iris-virginica
+140,5.065342157563126,3.357354996107562,1.5136952801482046,0.307166145271189,Iris-setosa
+141,4.6674879597425605,2.8584485248703184,3.870868285015759,1.4942024892808887,Iris-versicolor
+142,5.009265958386439,3.4595625896778177,1.5402897254567658,0.4546265158114221,Iris-setosa
+143,6.574623985733474,3.3473967648159517,5.8810287133772,1.8762270535071475,Iris-virginica
+144,4.557540750487622,3.093450343721091,1.3023631297394906,0.2025510949179485,Iris-setosa
+145,6.834023983020703,3.001087532692848,5.265786228965699,1.9705881207406204,Iris-virginica
+146,5.322252287698123,2.9546604524868365,4.064667461436368,1.2009876071517205,Iris-versicolor
+147,6.835103065855862,3.3745288135479705,4.7224033453457475,1.5727403075917568,Iris-versicolor
+148,6.636934769610598,2.687101236386387,6.067440835707556,2.009693963833392,Iris-virginica
+149,5.1747563887739485,2.80375489992885,4.196441687560743,1.375031355123284,Iris-versicolor

iris/tvae/df/24/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/25/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.266480509077014,3.01113297946117,5.627295800221786,2.258109437616009,Iris-virginica
+1,7.594228513580003,3.1905218287069004,6.278875987051798,2.071186220338592,Iris-virginica
+2,6.79549869455339,2.9674323793742636,4.409857392522141,1.5077134963702803,Iris-versicolor
+3,6.519958796043404,3.1033292743373284,4.974901559511906,1.5491643230626118,Iris-versicolor
+4,4.5815515540509715,2.3032448194497626,3.7584550740041296,1.4493409497244218,Iris-versicolor
+5,4.602443766561575,2.9896628507709937,1.1145788825907197,0.17643001651704088,Iris-setosa
+6,5.623980374436633,2.7636295519374956,3.959583092638234,1.1493516515597235,Iris-versicolor
+7,5.666607359028479,2.7583554533953603,4.294007813992879,1.4956446004788675,Iris-versicolor
+8,4.634792552318534,3.0735615091305313,1.2759645595306761,0.3711175152954217,Iris-setosa
+9,5.016677743144816,3.1021059719286876,1.5906960914659822,0.3486285530968115,Iris-setosa
+10,6.243995016209202,2.8389514761467507,4.881665175164405,1.3857056957139564,Iris-versicolor
+11,6.5388131622689745,3.437524018839901,5.025205776434849,1.6194034763059812,Iris-versicolor
+12,5.538198694829478,3.604327769360813,1.4630084317631948,0.26259216572944866,Iris-setosa
+13,6.173584877863337,2.7217022734558824,5.296471857681899,1.6129829678201582,Iris-virginica
+14,6.924264047896589,2.908309614860927,6.036985487969925,2.1859478289022465,Iris-virginica
+15,6.053372036214255,2.8707943841590353,4.761191971560452,1.5662512288570267,Iris-versicolor
+16,4.981343678562967,2.8920730503621117,1.498244092019973,0.3386404142612186,Iris-setosa
+17,6.0176710135687435,2.9091759711634997,4.8793772670300966,1.659042813960877,Iris-versicolor
+18,4.991017542461812,3.0390990476740822,1.4193563464368122,0.3217525695204824,Iris-setosa
+19,5.952222158636774,2.3488546702227326,3.969004833136622,1.272756723990636,Iris-versicolor
+20,7.809332638108256,3.097795147841591,6.3841139704778405,2.1137812686246216,Iris-virginica
+21,6.539259192901923,2.4860740102674623,5.752766408242777,2.1222534673558027,Iris-virginica
+22,5.3477948923279035,3.7644550622032624,1.893513543043235,0.5844660408976812,Iris-setosa
+23,6.68177310155586,3.1083884158988644,5.208219925985021,1.5297992795276247,Iris-versicolor
+24,4.792424307278202,3.947066549263362,1.5311815791862962,0.23152027124174906,Iris-setosa
+25,5.739310951410867,3.2083210842548713,4.430432523938147,1.3464622984234067,Iris-versicolor
+26,5.082981046944394,2.2627096827415816,4.0365087449081685,1.1678322299201513,Iris-versicolor
+27,5.9366471406138945,3.020643585178207,4.812390956414217,1.9208378388741538,Iris-virginica
+28,5.454337525870554,4.38434451088203,1.4353719107566525,0.4098650268248889,Iris-setosa
+29,6.923158699926181,3.449229678652622,5.7435747628279685,2.2599006155160906,Iris-virginica
+30,6.492339088576413,2.7011130064810076,4.161434426933916,1.233751745731696,Iris-versicolor
+31,6.399805270793326,3.3351467221852245,4.28618114148367,1.5491919972322203,Iris-versicolor
+32,5.077432145105176,3.5784648436494653,1.529480786314053,0.14993302867493924,Iris-setosa
+33,5.981681943290284,2.666166829206761,4.846441434472255,1.6829901232867908,Iris-virginica
+34,6.129501444591984,2.656212788218514,4.434592274032715,1.3080393364531673,Iris-versicolor
+35,7.424958280553481,2.5969043663602127,5.959345247354436,1.8470531933853318,Iris-virginica
+36,6.006640808548791,2.9159199769184236,4.636162855215573,1.765309976783794,Iris-versicolor
+37,5.78387803320093,3.2362144616475677,5.335436202290792,1.529962013218376,Iris-versicolor
+38,6.109648518337874,3.0060030143239396,4.396458141758606,1.2951333790154127,Iris-versicolor
+39,6.1792812231963214,2.765287129508644,4.979328457193162,1.4945565305303226,Iris-versicolor
+40,6.288582450123819,3.0725572115080766,5.453030837539251,1.8704940665497067,Iris-virginica
+41,6.4916902739141875,2.652178369418749,5.650890602878876,1.790308712842751,Iris-virginica
+42,6.384585740652224,2.8369910817461443,4.360410019376398,1.3967110301560912,Iris-versicolor
+43,4.613397552532607,3.2822172289928164,1.5883278202591813,0.17623308556147993,Iris-setosa
+44,4.770937576826531,3.52385083284519,1.5218299684141847,0.2599029119931669,Iris-setosa
+45,5.788469567137068,2.8107875428250444,4.517533145089163,1.4222402365560687,Iris-versicolor
+46,6.0514256896037635,2.8046917462251884,4.8549594171754205,1.3754511150175455,Iris-versicolor
+47,4.721502243030239,3.059496815458963,1.3500798192723562,0.16464230116405276,Iris-setosa
+48,6.261755099405768,3.248440707387193,4.71813990465876,1.7421308368575668,Iris-virginica
+49,6.2331951424099925,3.0327456677725566,5.057315375552172,1.7865557876938396,Iris-virginica
+50,6.082889291096614,3.102104040194493,5.020626161497114,1.506725485759191,Iris-versicolor
+51,5.899870572855877,2.8052161367888275,3.963420928894779,1.1256351832179843,Iris-versicolor
+52,6.497950247816009,2.9036777168037093,4.720901590086933,1.4286619329296688,Iris-versicolor
+53,5.151764041674072,2.4018496063712385,3.933150432877489,1.2360781689669695,Iris-versicolor
+54,6.425103817477866,2.653018163949391,4.17241566688262,1.3706049147622241,Iris-versicolor
+55,5.045842114104848,3.26457518169382,1.5146505427461463,0.35588809665932397,Iris-setosa
+56,4.906963486488419,3.6958941057776893,1.6600499568033968,0.33532958915532396,Iris-setosa
+57,5.723592173114116,3.845299056964602,1.2530071600016672,0.34522040855255476,Iris-setosa
+58,6.259465023154914,2.8801433234068723,4.636517874641352,1.6067152260636968,Iris-versicolor
+59,5.917788074716265,3.1816758255441715,4.446757398345638,1.4286407971404567,Iris-versicolor
+60,6.034136873350579,2.7532841207960903,3.7498768905860986,1.2414703457315717,Iris-versicolor
+61,6.325081807992382,3.120908043681986,5.006598710037428,1.8880150913844718,Iris-virginica
+62,4.86796661765525,2.9866051981152997,1.8818866342689198,0.22382434358003,Iris-setosa
+63,5.715550392631554,2.869678226280245,4.565893059996647,1.381563223348878,Iris-versicolor
+64,5.2003199379546965,2.307075044065012,3.4900295503763514,1.0166522989853193,Iris-versicolor
+65,4.862181720413003,2.98702753941493,1.2584707437837848,0.1508632808554054,Iris-setosa
+66,6.683800252363509,2.9028277135367535,4.914121686640279,1.4831055022949227,Iris-versicolor
+67,5.966750570701117,3.075158810584568,4.38821991435656,1.6619328988289814,Iris-versicolor
+68,6.034423840142657,2.762865830219604,3.787305563311187,1.271149716188443,Iris-versicolor
+69,6.443915379935095,3.0925587339144975,5.200231626987701,1.6139479033724822,Iris-virginica
+70,6.347502868363936,3.2780694186701047,4.653474158692289,1.3779340687326678,Iris-versicolor
+71,7.228871310625634,3.213821481797442,6.346500190051345,2.1237713200164494,Iris-virginica
+72,4.927136433289036,3.0565319942019746,1.4064563452902603,0.11393896849289761,Iris-setosa
+73,5.907484916023079,2.694879018926799,5.102524689229779,1.6665408305930594,Iris-versicolor
+74,4.676691540156756,3.50892687858101,1.5264908035723672,0.17952725501658998,Iris-setosa
+75,5.3277124661413175,2.3569401119802427,4.003969013389295,1.1049093346162255,Iris-versicolor
+76,6.746767497740062,3.033485130616877,4.821868938946648,1.552540654337063,Iris-versicolor
+77,5.836295865971932,2.3865503228148546,4.044615577894806,1.32337589726016,Iris-versicolor
+78,6.0889706663128935,2.8471942194776245,4.069326559150145,1.3695322642993015,Iris-versicolor
+79,5.740783623710118,2.7651844493754143,3.6928111574230726,1.2220275815021204,Iris-versicolor
+80,4.943430791580093,3.7139572176661493,1.4709959241782027,0.22767494774646818,Iris-setosa
+81,5.710961322355872,2.949802236454883,4.0789926318486796,1.126096257045154,Iris-versicolor
+82,5.555758187332952,3.8167401014539744,1.4577832924360425,0.2651115673209436,Iris-setosa
+83,6.274124586035635,3.080883855944583,4.127569759528769,1.2809971085011451,Iris-versicolor
+84,5.868608135956488,3.247123163646169,4.559495822315163,1.4766658845289262,Iris-versicolor
+85,5.020159885232789,4.02185036569528,1.7189891612776595,0.4462772224456028,Iris-setosa
+86,6.204766453917846,3.0709432026584587,5.1150142655641275,2.0418805085780165,Iris-virginica
+87,5.02929727687154,3.513284255805845,1.7289335183072696,0.48158835238735986,Iris-setosa
+88,5.1426616784031465,3.326774130806865,1.748757755337407,0.483292759955429,Iris-setosa
+89,5.899326607212989,2.8657780586810335,4.518009777398731,1.3457126807734292,Iris-versicolor
+90,5.583516786869426,2.5210985320370196,4.245135787890006,1.2925128675135935,Iris-versicolor
+91,5.909131561991507,2.457749938293108,4.45880947426442,1.1409344971720032,Iris-versicolor
+92,4.569426018363195,2.936778970021046,1.3372770512909946,0.2352573693579894,Iris-setosa
+93,4.483021995549574,2.947848661270387,1.273538975219656,0.23728178206386297,Iris-setosa
+94,6.384833218802327,2.8916927377184294,4.525125772703661,1.4221404652345946,Iris-versicolor
+95,6.100902836252469,3.213370934724794,5.180678058652841,1.9509514244627706,Iris-virginica
+96,4.620796931086854,3.4277020745894804,1.2721962669419473,0.22656383702455277,Iris-setosa
+97,6.483859861529926,2.7956892025974978,5.268798695979997,1.9265606496171832,Iris-virginica
+98,4.757183247059297,3.661394237683872,1.6001143331208554,0.19380576904708063,Iris-setosa
+99,4.711781892618142,3.6409886255543413,1.2822532095721946,0.2735622657749373,Iris-setosa
+100,5.720387523821483,2.986701218987007,4.773904541497643,1.9201511259346842,Iris-virginica
+101,6.410409919362178,3.01562547355689,5.129173643457191,2.1999458456386227,Iris-virginica
+102,4.992527711818193,3.6560990393973736,1.6282469048542136,0.2636920676244856,Iris-setosa
+103,5.884397330900868,2.997169981193901,4.450267190021773,1.4743533028972367,Iris-versicolor
+104,4.9947232622373665,3.872273356722602,1.5060691027845803,0.24488175416298646,Iris-setosa
+105,5.612983436419911,2.542735244106856,3.9514132359341354,0.8680962354850483,Iris-versicolor
+106,4.28729756826849,2.852738813907143,1.3501896752583595,0.2672499503276948,Iris-setosa
+107,6.314468556264547,3.018563766855154,4.891369584929877,1.7142227160626975,Iris-virginica
+108,6.674082817084946,3.1573300258350714,4.449588098297674,1.5562022730681595,Iris-versicolor
+109,6.861264754986967,2.9758853475195846,4.941428353115376,1.38167543293142,Iris-versicolor
+110,5.702075055408619,3.0240606458188553,5.138672967762429,2.167168901417111,Iris-virginica
+111,5.2222914557172695,3.9124554327413437,1.3181719130094482,0.15668582617153687,Iris-setosa
+112,4.817300778275955,3.448570042833782,1.6349385244938153,0.21390864684946476,Iris-setosa
+113,6.81520846495624,3.2111461641646537,5.063576815599226,1.4247284482952733,Iris-versicolor
+114,7.074851888317876,2.8415766301188903,5.210644411570644,1.5637479794711837,Iris-versicolor
+115,4.428286196629995,2.6670002318305643,1.2703414115838216,0.2633956727274114,Iris-setosa
+116,6.762440495853343,3.124438260342366,5.705163315135834,1.7713646983799263,Iris-virginica
+117,6.234430285346192,2.641757363952471,5.150260394324016,1.4760552496704378,Iris-versicolor
+118,5.77963961485771,3.6780946289341436,1.5485200486416475,0.3819396013742503,Iris-setosa
+119,5.11463318991896,2.273986239092235,3.4976608139462835,1.2459092283953936,Iris-versicolor
+120,5.706252777772153,2.3372155725236103,4.289599995523151,1.3264406159907878,Iris-versicolor
+121,6.0163248114364904,3.0536941138117095,4.785352479745868,1.9122630066544504,Iris-virginica
+122,5.206608533075423,3.652838089372154,1.38337897663158,0.29514433122121253,Iris-setosa
+123,6.213080561847432,3.409424129960763,4.54417861674357,1.4826408454471087,Iris-versicolor
+124,4.460504543766964,2.913072223724044,1.1441485751230087,0.2535327525225879,Iris-setosa
+125,6.407727504779009,3.0029402662367297,4.908915296519068,1.4516161709905406,Iris-versicolor
+126,6.000444109203985,2.784783518495054,4.625248591362039,1.3368028015544902,Iris-versicolor
+127,6.05581908385025,2.904474827150806,3.893081247361245,1.1565681038271565,Iris-versicolor
+128,5.1240549690545105,3.2698491631947344,1.4407751897870997,0.21312266396531887,Iris-setosa
+129,4.794111691986639,2.7848149383273064,1.3647960787420061,0.21077648813732888,Iris-setosa
+130,6.331089952188811,3.1783499410427822,5.123743278075276,1.6664826933785655,Iris-virginica
+131,5.073898389841081,2.5550411260829793,3.677366727189264,1.3275100370808206,Iris-versicolor
+132,4.936172477664256,3.405205610808088,1.6151973147923564,0.3619050111230682,Iris-setosa
+133,4.676495661421747,2.609758718315967,3.7601064637958608,1.2724359062335395,Iris-versicolor
+134,4.963641890409809,3.364975116008363,1.7354394868094007,0.28268400121638493,Iris-setosa
+135,6.237937101957645,3.011005640588466,4.742934450207357,1.796045491024105,Iris-virginica
+136,6.529810601693083,3.1357508980409867,5.42801622149134,1.7375316439183752,Iris-virginica
+137,5.128190222047264,3.5597323220925463,4.940949326869286,1.773947737030783,Iris-setosa
+138,5.366851770812932,2.747492141172388,3.918382100095809,1.129805089535572,Iris-versicolor
+139,5.759733934170553,2.8049446992389466,4.363013847086047,1.2079144638514272,Iris-versicolor
+140,4.959398992942045,3.1618628820112455,1.5482357228202983,0.18008738790918533,Iris-setosa
+141,6.757476640126241,2.908583151967364,5.328835149565217,1.648339300875715,Iris-virginica
+142,5.345690641256863,4.011674339047191,1.5335261282185717,0.303880922175765,Iris-setosa
+143,5.156802726612331,3.1774082806665627,1.3574800931600939,0.16271103266979475,Iris-setosa
+144,6.683280078496575,3.052548944936189,5.34138720535432,1.814217556936414,Iris-virginica
+145,5.53008301493836,3.556100082860085,1.709032907466309,0.12596023524096558,Iris-setosa
+146,4.994283334183967,3.4429212701385907,1.5660822368245162,0.34589194199274487,Iris-setosa
+147,5.402387015246216,3.9952905926236832,1.5624236752207357,0.2849696504126197,Iris-setosa
+148,5.724642105865525,3.169331565173647,4.9148653482680515,1.649498503766503,Iris-versicolor
+149,6.358167614170856,2.7544881207308154,5.004639162933726,1.8063444645671431,Iris-virginica

iris/tvae/df/25/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/26/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.638825758728195,3.38242640060623,1.356657426626673,0.24100256361845063,Iris-setosa
+1,5.5757051231151395,3.0678166545133316,4.762129837162535,1.6142656812490164,Iris-virginica
+2,6.281135257389385,2.82240697838684,4.270147886101999,1.2498040921525602,Iris-versicolor
+3,6.39798124988633,2.872979135340682,4.641591200039403,1.2920641793305887,Iris-versicolor
+4,5.542775575823611,2.870411256818925,4.150588031838791,1.2444234774675227,Iris-versicolor
+5,5.106845833129873,3.3647366263128586,1.5374180799466355,0.3543875932082267,Iris-setosa
+6,6.196251435419743,2.51493440128634,5.844449472900418,1.6528758139676765,Iris-virginica
+7,5.70612650875458,2.14694969831409,3.811922709742495,0.9831607565527055,Iris-versicolor
+8,5.00967517955331,2.9879305091165236,3.6057511861695684,1.3051164858730853,Iris-versicolor
+9,6.02306791721458,2.8272817769100285,4.221703251874466,1.2319118632904134,Iris-versicolor
+10,4.983762451291991,2.6157000506518076,4.139077006548808,1.2497452477301758,Iris-versicolor
+11,5.949369443230257,2.97463600492818,4.997460745138552,1.8968166493339353,Iris-virginica
+12,7.31005960895588,2.805709584788114,4.815144796655603,1.7075075342590047,Iris-versicolor
+13,5.60555623137765,4.166731915316973,1.5794850403878267,0.3840521270994801,Iris-setosa
+14,5.931157776886222,2.6172022493906573,4.575819554083462,1.5274340107313542,Iris-versicolor
+15,7.54727252762179,3.8169297259648967,6.4307044840855045,2.2655558987737336,Iris-virginica
+16,4.392931710600803,3.167546097407911,1.216133093001345,0.13838117162668911,Iris-setosa
+17,6.6277350174274945,2.857870670659254,4.426595612924838,1.3378540121382902,Iris-versicolor
+18,4.981239420384618,3.0170133599646722,1.2048635149224434,0.1732966056496677,Iris-setosa
+19,7.002153266142919,3.241662644309768,5.86179668477865,2.228817920995061,Iris-virginica
+20,5.775115675583328,2.8780327999538797,4.543241298869842,1.5313550819274346,Iris-versicolor
+21,6.345991980827056,2.9700808005036,5.210798651179632,1.8247451708321003,Iris-virginica
+22,5.589252061806341,3.0142018728425994,4.443619192199968,1.3414589291476406,Iris-versicolor
+23,6.291620741685971,2.923641595447819,5.126929871880194,1.9414869659175609,Iris-virginica
+24,5.637608724764074,2.8795216980061604,4.235655579972727,1.3496226601853656,Iris-versicolor
+25,5.195069809557027,3.918772620894756,1.4462112133768905,0.1763827905625515,Iris-setosa
+26,4.98363573231278,2.9427094658330213,1.3764295392751222,0.3558925136443672,Iris-setosa
+27,6.705961579206242,3.068452361257699,6.114191758170697,1.799040595580481,Iris-virginica
+28,6.520232504030049,3.329931149744306,5.303662560362772,2.1576785911052543,Iris-virginica
+29,4.934272599671339,3.471728884774902,1.3463674276926083,0.18969585491635133,Iris-setosa
+30,5.214028637134252,3.245856540158474,1.4679498442140435,1.602141762231095,Iris-setosa
+31,5.4497430802590205,3.406921972718581,4.415098222651331,1.3920372970554151,Iris-versicolor
+32,6.33968134796733,2.798092865541358,5.5554818924676805,1.634182557881773,Iris-virginica
+33,5.087067653089213,3.650294446450087,1.5411832108325625,0.28814038973186873,Iris-setosa
+34,5.585804342583213,2.629006664799979,4.9228387388922865,1.5232467958285132,Iris-virginica
+35,6.547191406209719,2.9245834543622786,4.494499948743783,1.6712561686430925,Iris-versicolor
+36,5.277453040405937,3.5222850972510145,1.335924937578601,0.24553034512229213,Iris-setosa
+37,5.826484857059613,2.694175375114923,3.9959129388228427,1.1133800923906911,Iris-versicolor
+38,5.794653620614609,2.383549069659995,3.3385538208589836,1.0742348454160153,Iris-versicolor
+39,6.724691851483665,3.009970911836259,4.488558718674217,1.4618797892034414,Iris-versicolor
+40,4.752945043893168,3.3063556204193185,1.2653072050290877,0.2743553681936834,Iris-setosa
+41,6.961335534079583,3.2820512265509576,5.55863756250112,2.0987577688722237,Iris-virginica
+42,5.859139486705315,2.974414459463203,4.683786238129816,1.2372293971635786,Iris-versicolor
+43,6.7853421039478805,2.8976321037661212,6.077361120417312,1.7924465053140795,Iris-virginica
+44,7.618318062219455,2.880697618188673,6.553300803145462,2.0474467383136745,Iris-virginica
+45,5.600441248734315,3.0664324835895846,4.07999485942145,1.5096116283620913,Iris-versicolor
+46,6.523658011435481,3.261095626453801,5.195101248329438,1.8685483047280895,Iris-virginica
+47,4.84848994809703,3.402678710423835,1.278099910625537,0.27208707374192803,Iris-setosa
+48,4.4660877564499915,3.0773047256394777,1.3945323517955577,0.22971868472785584,Iris-setosa
+49,5.014013758302456,2.2353519800110666,3.7890851721922916,1.211708431648177,Iris-versicolor
+50,6.142493821534971,3.058840990934603,5.2083313349090625,1.8552678846464425,Iris-virginica
+51,6.5259748275764435,2.783326514428226,5.478594070161175,2.0969069169960957,Iris-virginica
+52,5.971324759047984,2.658752715488187,4.240516783887024,1.058100166852682,Iris-versicolor
+53,6.156879044756522,2.9673784672802217,5.694343284565324,1.8138930895541898,Iris-virginica
+54,6.004282697673997,2.957641013314264,4.862562096224023,1.907107715542457,Iris-virginica
+55,6.5362257495199945,3.2240993960867446,5.429925555850994,2.301523626224557,Iris-virginica
+56,6.162628253062988,2.6798623585528802,4.123297893234573,1.1803009725058273,Iris-versicolor
+57,5.5465425055949344,2.833942751179595,4.036271170964647,0.9710259535733301,Iris-versicolor
+58,6.161838692524558,3.188549872973114,5.095028700747856,2.2345048615253456,Iris-virginica
+59,4.941549610064431,3.9669569046581117,1.2664871704037277,0.25616427594224084,Iris-setosa
+60,6.666535459592603,3.137082897568805,4.7953616371992345,1.2689597632026832,Iris-versicolor
+61,5.768020706133865,2.6967802283249425,4.451798179597743,1.863442139532661,Iris-virginica
+62,6.8768557639987185,3.053036573262483,5.236013619439521,1.6760568070674007,Iris-virginica
+63,7.384203827289671,2.877986846603569,5.912847854589019,1.982753762876318,Iris-virginica
+64,6.377740701764515,3.0988627710569885,5.959032220689926,1.9381143589742202,Iris-virginica
+65,6.193049746833226,2.739890774264544,4.236084157049768,1.3059884224330354,Iris-versicolor
+66,6.345368044148121,2.9753732794208076,5.5918388827168855,2.395536392004839,Iris-virginica
+67,5.1348549844730496,3.4226533166028164,1.4491569223653729,0.4507024514433824,Iris-setosa
+68,4.506331087426897,3.6087231828706643,1.5844502494128045,0.20278797456494324,Iris-setosa
+69,6.409537897317757,2.6058665872307807,4.314953505010479,1.317598191858814,Iris-versicolor
+70,6.102454154877589,3.251293402459947,5.165293861674112,2.338037941023397,Iris-virginica
+71,7.468760442100212,3.4610320534424357,6.555248193520563,2.200598030910089,Iris-virginica
+72,5.396307879200028,2.514176827063639,3.650833044080767,1.1673702382539628,Iris-versicolor
+73,4.841473578290319,3.1299715765772804,4.644222666696098,1.5035631922940063,Iris-versicolor
+74,4.707106381651408,3.1222467777285594,1.3194162866412702,0.09607513643729079,Iris-setosa
+75,6.603361612092665,2.8713739457441467,5.177448639143693,1.6103671649540552,Iris-virginica
+76,6.20938082977108,3.2388554711906794,4.765411571533599,1.493444519776444,Iris-versicolor
+77,6.9794611227842385,2.5593304214347508,5.633489505485664,1.9636358519714467,Iris-virginica
+78,5.817343665423746,2.648824010292798,4.417311599004305,1.3953778155636862,Iris-versicolor
+79,4.8830664853638455,3.2857496156016013,1.399654557224195,0.17389061975793418,Iris-setosa
+80,5.7707678403790785,2.9598458378048527,4.0810420317681615,1.3745644731792264,Iris-versicolor
+81,6.283850431891996,3.159795395430187,5.244338361840303,1.8962348735291716,Iris-virginica
+82,6.45671784202215,3.054725811744294,4.946342900103814,1.584483007482212,Iris-versicolor
+83,5.232247740135629,2.824388217780353,3.770094339348682,1.0106429170738787,Iris-versicolor
+84,5.874220339987844,2.643068404633098,4.359775571093203,1.1904088695529556,Iris-versicolor
+85,6.0829878351533395,3.1016996899510634,5.112216164639342,1.409206376363253,Iris-versicolor
+86,7.71951514265032,3.6001426565253722,6.478422830920453,2.249770442982766,Iris-virginica
+87,6.312853045004175,3.0258507256586338,5.030411315957843,1.3566225150510263,Iris-versicolor
+88,4.950100905299273,3.3553778830139325,1.8547679089357427,0.598471627569875,Iris-setosa
+89,4.629399526599567,3.401643161986925,1.128932540044399,0.12752669574878672,Iris-setosa
+90,4.810831944421393,3.0674402750011027,1.3258355923557066,0.27873778805583455,Iris-setosa
+91,6.997972295873492,3.6521302020199577,6.061626062231482,2.5573982761487652,Iris-virginica
+92,6.4811257024823,2.654512956564928,4.932514578978776,1.5869687687960647,Iris-versicolor
+93,5.661228238905513,3.010250295711405,4.07619675680303,1.3038511418936087,Iris-versicolor
+94,5.637573208290253,2.7164400610560953,3.8516961725005743,1.0498007816979549,Iris-versicolor
+95,4.929412627845602,3.632338851121309,1.2149867954844014,0.14656448153225066,Iris-setosa
+96,7.1466871685589,3.175699416142441,5.136246996494528,1.4830061279572708,Iris-versicolor
+97,5.683303357399873,2.7505002090841444,4.075536782502249,1.2091975704168536,Iris-versicolor
+98,5.3170012448117845,3.577758532376349,1.598021215106046,0.24867685668881567,Iris-setosa
+99,6.949515461768512,3.1036154512184715,5.395756290689735,1.8987081033442315,Iris-virginica
+100,6.577117333425264,2.834145762799241,5.826640478300628,2.264358166326605,Iris-virginica
+101,6.199237821585745,3.060215886273963,4.496384684797384,1.6199858516682675,Iris-versicolor
+102,4.844168987499696,3.8281732663993226,1.6285910605718834,0.656870835259113,Iris-setosa
+103,5.1237794342604275,3.430349876090545,1.6406434688374492,0.37026838124644934,Iris-setosa
+104,5.209788552593258,3.5071246703562555,1.4901034155229487,0.25917780186032024,Iris-setosa
+105,5.813213499546181,3.3250823933435156,4.351620174123882,1.5559310461034266,Iris-versicolor
+106,4.90732138243768,3.0480447747515718,4.458508505828258,1.4773093644078383,Iris-versicolor
+107,5.594202499859085,2.792873401039045,4.410345733863405,1.3994425408241382,Iris-versicolor
+108,4.632172094503097,3.255184863243542,1.2406376911838681,0.13208620436956903,Iris-setosa
+109,5.7601661993327555,2.832618375201857,4.167929514924574,1.285672415097059,Iris-versicolor
+110,5.438285473064086,2.8520946552888367,3.7833612228845634,1.4329145871790496,Iris-versicolor
+111,5.036592450558632,2.8748812799673193,1.2264630529328733,0.10182197346060098,Iris-setosa
+112,5.077959491251056,3.376753959898619,1.5515464074589578,0.235743360108586,Iris-setosa
+113,5.157671153310748,3.4626275873491603,1.6039149825591894,0.36396730575902664,Iris-setosa
+114,6.3727317428844685,2.5657016236209165,4.749860279445861,1.339042816344518,Iris-versicolor
+115,5.211651147639549,2.991589928409659,4.192090255216181,1.456190556096945,Iris-versicolor
+116,6.25540519492608,2.9528598370609447,5.164509528788088,1.621187610366115,Iris-versicolor
+117,5.999128525879976,2.842795031011542,4.118871810212925,1.3043946501612227,Iris-versicolor
+118,6.007036281401475,3.0058797515912095,4.707714534089812,1.6403621137522657,Iris-versicolor
+119,6.599357934716878,2.9372910296433594,4.249556007225086,1.4113708875339661,Iris-versicolor
+120,5.720949935373585,2.9553586009275503,4.654755937437351,1.4095825010027203,Iris-versicolor
+121,4.941997708773079,3.2737006402889213,1.8099363541106621,0.5435389912948676,Iris-setosa
+122,6.519114799980823,2.8494702158914453,5.121703201842337,1.6468141868851918,Iris-versicolor
+123,6.1398606863680385,2.871404072444405,5.0619878223893,1.8119782736003593,Iris-virginica
+124,3.9665482825207903,2.5526766625110957,1.1188342166263898,0.16526771167488805,Iris-setosa
+125,4.776819489578133,2.869285555700385,1.1863299132213005,0.19125284147825333,Iris-setosa
+126,7.064270525541534,2.617191602031795,6.245557079246359,1.8103252050045762,Iris-virginica
+127,4.999828511779315,3.367227151604133,1.566108570718365,0.22861834611419607,Iris-setosa
+128,5.304982496039743,2.4692156984473614,4.137091511944849,1.265158075489354,Iris-versicolor
+129,7.711387266750476,3.746443564049487,6.551546252455226,2.361842421342247,Iris-virginica
+130,5.603652102076098,2.9194942916926157,3.926974158570319,1.1204927797433064,Iris-versicolor
+131,6.1660259984123575,2.9780795923743812,4.878416801425039,1.6101181882183948,Iris-versicolor
+132,5.61671700545227,2.9733716801465833,3.781116707686998,1.1521449937636468,Iris-versicolor
+133,5.567248257478266,2.5223557436659974,3.837868611022584,1.3866299659621317,Iris-versicolor
+134,5.945452938538887,2.8647079663398936,4.1452822658093655,1.4025773392841283,Iris-versicolor
+135,5.358340756895232,3.0564855635924806,1.3950126310599666,0.20486718171065352,Iris-setosa
+136,5.31596801585563,3.3170221941060674,1.65765613535734,0.18098584646790516,Iris-setosa
+137,4.919374254457755,3.7336980131177313,1.482076597160203,0.21079699018499623,Iris-setosa
+138,6.438354666693269,2.712002996003229,4.183516499525396,1.3229768225617637,Iris-versicolor
+139,5.915994842028034,2.8675503710104104,5.40485795484609,1.5855248494547094,Iris-virginica
+140,6.594868684615956,2.8521892182851927,6.019238599015327,2.308689141556372,Iris-virginica
+141,5.14254239773199,3.413528014866381,1.4432320128180174,0.1938126131303029,Iris-setosa
+142,5.756110730715221,3.024084131625376,5.388608048507882,1.7914292118028292,Iris-virginica
+143,4.937211046618639,3.4988869125302524,1.2866031884682172,0.16097568019892594,Iris-setosa
+144,4.98130829858901,3.115295636290639,4.4085263444177425,1.5368121097440905,Iris-versicolor
+145,6.398965189170622,3.2435920378895697,5.493442386981622,1.8733937804380987,Iris-virginica
+146,6.290481413796861,2.8674224573076144,4.6306229839154245,1.7582411404232945,Iris-virginica
+147,4.5812701778956235,2.9603743563229337,1.1949549320108703,0.1833448846046899,Iris-setosa
+148,6.762667260783538,3.268932176024296,5.8562074042713625,2.13642725756261,Iris-virginica
+149,7.069589892067537,3.118690380553036,6.096429255628216,2.1563458814814727,Iris-virginica

iris/tvae/df/26/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/27/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.742525557191032,2.8482863361380764,5.349209841427155,1.678891242383543,Iris-virginica
+1,5.109295554135035,3.8549409516500805,1.526302427197452,0.1540850403019824,Iris-setosa
+2,5.1392273229507985,3.35330006570755,1.4049962829083529,0.35510595365101294,Iris-setosa
+3,4.975968888534221,2.9424778015372275,1.2208742062182076,0.23859677795302262,Iris-setosa
+4,5.425860627022686,2.413665130289507,4.247025623340163,1.2025297837812994,Iris-versicolor
+5,6.618000903232104,3.5027989538017215,5.889431941101283,2.502399436037506,Iris-virginica
+6,5.9605668830764555,2.787439451352004,5.008868323630619,1.6139911474766377,Iris-virginica
+7,6.385263157768291,2.586869043099127,5.107747636460001,1.9309989221095405,Iris-virginica
+8,6.463761130449657,2.9791611761774637,5.212357865797179,2.0602534180309298,Iris-virginica
+9,6.6171702852182355,2.31053897331975,5.392743959649668,1.7077453341620181,Iris-virginica
+10,6.4402708625766865,3.6846543330384023,6.198630007960899,2.550969621221632,Iris-virginica
+11,4.842059830503743,2.90794668643321,4.6555133753452385,1.4808998939938547,Iris-versicolor
+12,4.958623722677262,3.5005322093200975,1.3839756685438445,0.2607356611872653,Iris-setosa
+13,6.058114340286583,2.786985418284725,4.77924914253048,1.6533320045615283,Iris-virginica
+14,5.086303458872667,3.0731296996173096,1.2992028587690503,0.1897915731625231,Iris-versicolor
+15,6.780839192356063,3.6767763689221713,4.81291557749171,1.775462019942576,Iris-virginica
+16,6.266699987518354,3.0232476804341775,4.97965315617744,1.4105682448733925,Iris-versicolor
+17,6.445040138614889,3.1006581876843713,5.2872660418596995,1.8597068756550819,Iris-virginica
+18,6.181717827125637,2.87860564017985,5.5616149046938705,1.9177721518826436,Iris-virginica
+19,4.783102702596572,3.230255838292822,1.4104262601825048,0.2292628586526245,Iris-setosa
+20,5.771153837984579,3.137406311589541,4.8026215819458065,1.4625647731543339,Iris-versicolor
+21,6.791811657602295,3.111801040976529,5.438871966338323,2.305575101226623,Iris-virginica
+22,4.591919572694425,2.871514185424702,4.120279490012226,1.4759266606875499,Iris-versicolor
+23,7.017242783136959,3.205734756850025,6.278504932044935,2.0410394338936872,Iris-virginica
+24,5.8251238618818455,3.0707169128803256,4.26539129411923,1.4804941607479096,Iris-versicolor
+25,4.9591717157596955,2.8936997841996783,4.832630438977556,1.6768109443032702,Iris-setosa
+26,7.7564848766328245,2.500021890259511,6.397214199115888,2.24558787243682,Iris-virginica
+27,6.58798063813097,3.0328955846699515,5.2220107216314045,1.594871078703803,Iris-versicolor
+28,7.6038225191616355,2.900478489698721,6.79947777706632,1.8842523545003007,Iris-virginica
+29,5.189184051658157,3.721261586675313,1.379021536170622,0.22350853483146016,Iris-setosa
+30,6.339398720941917,2.6835758376204915,5.0843019673626415,1.7896729160406635,Iris-virginica
+31,6.804620418246099,2.6480204444771966,4.220900327087105,1.182333394641344,Iris-versicolor
+32,7.446625975232267,3.6050645868114044,5.782583242112099,2.2172958445444393,Iris-virginica
+33,5.085988201008616,3.252190628881467,1.486126356182615,0.24186530206458784,Iris-setosa
+34,5.783927381295555,2.6736178812475977,4.823791016992525,1.894859644711745,Iris-virginica
+35,6.9750631125390985,3.512962168787133,6.704736921354542,2.6728724950745644,Iris-virginica
+36,5.932826763524397,3.2352601468915805,4.190223820268002,1.3892329514808777,Iris-versicolor
+37,5.109045291503816,3.1725116879930666,4.764072142100621,1.7851604089097897,Iris-virginica
+38,6.187079317280356,3.0632449129698003,4.855371041331488,1.660746637935912,Iris-virginica
+39,5.070976952337028,2.4964253434769397,3.542013477929009,0.9634146117153142,Iris-versicolor
+40,5.884852239629429,2.576015416871835,3.4693601727833023,1.0502886816827717,Iris-versicolor
+41,6.681419831295352,2.8597466603644914,5.301873235690533,1.567656448373113,Iris-virginica
+42,5.048480019634574,2.6023406833085443,3.3683205642199616,1.0293196710361172,Iris-versicolor
+43,6.069168279322367,2.5861817627470742,4.335632296813074,1.3043190305303582,Iris-versicolor
+44,6.04304483904465,2.6914642206434425,4.588279308248538,1.483246240046857,Iris-versicolor
+45,6.586856501575783,2.998626415011362,4.5226064364704435,1.4393059227711884,Iris-versicolor
+46,6.041151767067703,3.002288843928958,5.2327717844635675,1.668124079210137,Iris-virginica
+47,5.798602236400278,3.278032223020089,4.605036604842692,1.6485320671463524,Iris-versicolor
+48,6.335844630691496,3.1291120373431336,4.127583964748749,1.3299271636107233,Iris-versicolor
+49,5.063041841301651,3.4308004861987245,1.3698141589090793,0.21939900954878902,Iris-setosa
+50,5.849380819055005,2.596889143508246,4.592497019460243,1.379453654522163,Iris-versicolor
+51,5.681408074654485,2.4754961685389723,4.372774095755135,1.3157978112519597,Iris-versicolor
+52,6.3692856863669824,3.344376939489572,4.7315197122129025,1.5027614511078569,Iris-virginica
+53,6.367259608574155,3.308698441818492,4.660262989784339,1.5359722974072638,Iris-versicolor
+54,7.0881956103544965,2.962727622030766,5.039836202006057,1.6977585365839647,Iris-versicolor
+55,5.700490589654145,2.8822135280743075,4.64061138541,1.3506360893146696,Iris-versicolor
+56,5.387904207728457,3.6972622524119774,1.358589096356978,0.44177090950680564,Iris-setosa
+57,5.957909553528197,2.482931794017915,4.447348056419782,1.3807284027977573,Iris-versicolor
+58,6.02585043455022,2.8006200966710546,4.238481147622921,1.5539167282955157,Iris-versicolor
+59,4.801310525713861,3.8322480566083588,1.64373876621547,0.14903429547849356,Iris-setosa
+60,5.257363249158795,2.2070135741761736,3.1323942768148,0.9907388648670229,Iris-versicolor
+61,6.013657663261158,3.0646299197749007,4.826069028824963,1.8570634347646444,Iris-virginica
+62,6.391310972368028,3.095696921644207,4.710531041631215,1.6883584901472153,Iris-versicolor
+63,4.688792678287171,2.993155711932969,1.1138851580911107,0.1533559611320479,Iris-setosa
+64,7.034708530458479,3.525643969745626,6.234333966767076,2.427822692211291,Iris-virginica
+65,5.591693630137645,2.8267574398930253,4.131954353959543,1.250651434088465,Iris-versicolor
+66,5.796564908992757,3.1490346766156927,4.692971693805975,1.5527768244239646,Iris-virginica
+67,7.099244041713767,3.0379309069915514,5.820753061748369,1.780229839784248,Iris-virginica
+68,6.804846626351657,3.5370434797510404,6.612869887493549,2.604736284554595,Iris-virginica
+69,6.251448992697774,3.4161936961960206,5.767634801379822,2.2578465276185717,Iris-virginica
+70,4.805356874169666,3.1289596167202993,1.6438618759319368,0.2123002898900552,Iris-setosa
+71,4.50451837272117,3.0620578136118226,1.1482437091923292,0.1579781667996,Iris-setosa
+72,5.912570733931108,2.929415104361599,4.925826039075396,1.4086568375744053,Iris-versicolor
+73,6.402317097829635,2.703412434743682,4.819773430312435,1.4839091549173138,Iris-versicolor
+74,6.615035817169833,3.0986311435789635,5.361578207292072,2.1995230203929323,Iris-virginica
+75,5.297333271491762,3.8113390401502247,1.6971550657842425,0.3590101950060154,Iris-setosa
+76,6.3439461820637435,2.291672952759137,4.405707056460522,1.248624638364341,Iris-versicolor
+77,5.2431437407615675,2.3357968506547078,3.654947017551701,1.030048821912233,Iris-versicolor
+78,6.400500828742676,3.273677817790486,5.353770012482283,1.5875370044047505,Iris-virginica
+79,4.630372116833952,3.3111472794890924,1.237705757969759,0.1695271893328006,Iris-setosa
+80,7.272989719197808,3.1607100804670636,6.353209368903913,2.51355535913184,Iris-virginica
+81,6.265417612386663,2.9701884619379104,4.946727881178054,1.6133995303187034,Iris-virginica
+82,6.742389715374894,3.1831404414393987,5.156403824807411,1.5617131336389538,Iris-virginica
+83,6.635545237051126,2.8315833117419746,4.668354326995529,1.4129764724350733,Iris-versicolor
+84,6.694516114578598,3.2888911267630454,5.967356565207838,2.4523528288587775,Iris-virginica
+85,6.656011899302861,3.213440671286568,5.320386185806278,2.34897440048222,Iris-virginica
+86,7.256888909706256,3.4181090567550707,6.428916055821691,2.48353799793378,Iris-virginica
+87,5.794516433441854,3.0837597100486893,4.39274126659836,1.5996685594350915,Iris-versicolor
+88,4.743009965099184,3.4431218292294,1.4788087193647514,0.19663135628811365,Iris-setosa
+89,4.758664858174004,3.569721975656472,1.3230646269208253,0.30898348378709034,Iris-setosa
+90,4.875533983927756,3.2496316917246038,1.3654026506894144,0.21049306653349342,Iris-setosa
+91,5.197347180339613,3.9205579516034934,1.8172611518738768,0.3759279072747489,Iris-setosa
+92,4.846851562313493,3.2304139952842403,1.372974932914282,0.20611712697511117,Iris-setosa
+93,6.937035065504106,3.1613896027550656,5.981828040485315,2.4015687711146856,Iris-virginica
+94,5.854399249835246,3.0611878940751116,4.607504711080949,1.4293059128529975,Iris-versicolor
+95,6.3589880509027825,2.990476103954102,4.959340593637358,1.9360527324452035,Iris-virginica
+96,6.399929544216876,2.975508355814777,5.018312274005506,1.5191134716810097,Iris-versicolor
+97,5.572164534624186,2.6662167812206707,4.276404493080635,1.1973442566511907,Iris-versicolor
+98,6.939694932748334,3.121048017311149,5.746470084842164,1.541831627811586,Iris-virginica
+99,5.460385419148643,2.973198003948858,5.159602209015652,2.27753951341359,Iris-virginica
+100,4.265404396682465,3.2737043318136223,1.0261819556430116,0.13983958645978767,Iris-setosa
+101,4.584211553394643,2.9324306525504027,1.1247425948928274,0.30542374541878303,Iris-setosa
+102,6.009032077184298,2.719212355805901,4.741596457361126,2.012588784696659,Iris-virginica
+103,6.705107794046907,2.9072542725029757,5.11633803775866,1.9735315997877545,Iris-virginica
+104,4.890952447742404,3.3031207865874803,1.4490677479467062,0.21861229855436312,Iris-setosa
+105,5.270810808246651,3.9636703492976118,1.7260950967352522,0.2597403038380839,Iris-setosa
+106,4.951945017799462,2.183859909775453,3.59506430416655,1.3108871955813335,Iris-versicolor
+107,6.220233833583857,2.8848307214782785,4.586204295887675,1.363187413266087,Iris-versicolor
+108,5.34312619314514,2.689944235935735,3.8356008362843745,1.238517494009171,Iris-versicolor
+109,6.305327176888286,2.7209377389371863,5.094879458970337,1.9030987633047034,Iris-virginica
+110,6.14827526859096,2.890111193999173,4.581414982727508,1.2164580881045237,Iris-versicolor
+111,5.975562941750076,3.535317751185186,5.79626320917369,2.3157084650225634,Iris-virginica
+112,4.920008309043838,3.065419292761336,4.034412810609809,1.3674647383531007,Iris-versicolor
+113,5.063898865137401,3.2059171110590303,1.761726880849051,0.4866738254840676,Iris-setosa
+114,6.506187515637847,3.2162242286706224,4.783792662102662,1.6964283028978093,Iris-versicolor
+115,5.220406600228609,3.5028338800442933,1.1520045701936419,0.20774752023849014,Iris-setosa
+116,6.789067500708564,3.167470210819879,5.881080306780087,2.1898888478118375,Iris-virginica
+117,6.111679876114843,2.799737248004376,4.80782775464208,1.4725306280882788,Iris-versicolor
+118,5.959939110823531,3.1168399790324015,4.942927598007744,1.5961659911332617,Iris-versicolor
+119,5.528051690352171,2.4447932654652975,4.112316569847223,1.1094197012933003,Iris-versicolor
+120,5.3038558742940936,3.8070314409045434,1.682456626122704,0.38201060255208474,Iris-setosa
+121,5.707506596787663,2.6672926895792752,4.290220532044856,1.1350971036387976,Iris-versicolor
+122,5.1075714521520466,2.9937245895206908,4.375093266667792,1.3803282839509439,Iris-versicolor
+123,7.349321821684369,2.9107751466925804,5.882579194507604,1.9940892154866803,Iris-virginica
+124,6.090472748881565,2.6392421756690383,4.880376458528823,1.849006593857408,Iris-virginica
+125,4.873724591632477,2.5942381427970043,1.0669233572456434,0.1746951958928626,Iris-setosa
+126,4.926147658554806,3.4239719115213663,1.4468018890361902,0.2972972095020339,Iris-setosa
+127,6.345207608097228,2.752285094910198,5.316533032444662,2.0147110797679275,Iris-virginica
+128,5.831783810955196,4.0332424781932055,1.5145207733456152,0.5069576401135534,Iris-setosa
+129,6.245638948670153,3.4191932691438223,5.10920956382677,1.6259248841208835,Iris-versicolor
+130,5.378814834599668,3.6932155234075155,1.2911424944701086,0.2895694843486946,Iris-setosa
+131,6.792220982204586,3.07365851013912,5.6059102357025505,2.0993662701494236,Iris-virginica
+132,4.956580197806495,3.3857691651204047,1.4635814941427072,0.2444451253583341,Iris-setosa
+133,5.218451583041759,3.659977839750791,1.590094570549034,0.1095106228853906,Iris-setosa
+134,6.51594285312608,2.8242017424838073,4.472912266242369,1.3492039907294178,Iris-versicolor
+135,6.807943684863257,3.3012588880315406,4.593451431871608,1.4365871997862494,Iris-versicolor
+136,7.070613257898118,3.1666665477955642,6.255997647389939,1.9679226676620258,Iris-virginica
+137,6.52621075956153,3.1287066957258958,4.853200390552058,1.5417228717536973,Iris-versicolor
+138,4.983403589812511,3.7914111420288257,1.6334968230252132,0.4328557838606434,Iris-setosa
+139,4.777380256277493,3.035556937697399,1.429400486796506,0.21045960053884555,Iris-setosa
+140,6.447108271252462,2.6514313700823706,4.471997906048964,1.320200106982691,Iris-versicolor
+141,6.642225923687385,3.16714795734225,5.9459036579837985,2.3409703094351815,Iris-virginica
+142,6.104541943150501,2.816087041926829,4.2533494707267465,1.3409546360711528,Iris-versicolor
+143,6.6543494820971745,2.8549649543273468,4.625016235469078,1.3382588022284203,Iris-versicolor
+144,7.104175787015494,2.923768153804068,5.659820563180596,2.3132996394330094,Iris-virginica
+145,5.823438596499985,2.6768083431240286,3.4556978934600107,1.1904374591631854,Iris-versicolor
+146,6.182762834650021,2.875456820290355,5.419830568043334,2.324964849780601,Iris-virginica
+147,4.9370009821500505,3.1398807401114244,1.5825311516560805,0.39157966332229477,Iris-setosa
+148,4.993205515109587,1.9926812399934402,4.152839331260715,1.2674673828872633,Iris-versicolor
+149,6.966285634802677,2.8026056133227026,5.601820251652002,1.6869681421583087,Iris-virginica

iris/tvae/df/27/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/28/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.9502998853717415,4.070449181872084,1.594247525997434,0.38486695674010407,Iris-setosa
+1,6.498244393918191,3.4874889936443574,4.623855670226837,1.4989133995144708,Iris-versicolor
+2,7.086240784030935,2.977697905584164,5.837232543907918,1.8978562869057904,Iris-virginica
+3,4.7999503887648185,4.024699849607162,1.5086784818110706,0.21225987975559812,Iris-setosa
+4,4.477907658355454,2.9542761538999267,1.3294259190862847,0.23474417594007108,Iris-setosa
+5,6.38174643116095,2.8911613894799237,4.9831075412128065,2.095562428778602,Iris-virginica
+6,4.924967423116992,3.9192821133085163,1.6431143357809042,0.28747260553464743,Iris-setosa
+7,6.887862524369507,3.2649868572508867,5.735659032178844,2.205595708073511,Iris-virginica
+8,6.4612490180405695,2.748367158296417,5.750271980594011,1.6944294329861553,Iris-virginica
+9,4.547213333538572,3.5582226686553673,1.318409160084438,0.12880090396946,Iris-setosa
+10,6.668361316863479,3.17251346046193,4.944100735164509,2.1862663551268087,Iris-virginica
+11,4.37365521244205,3.1232711437262624,1.505835375302165,0.20884217331016303,Iris-setosa
+12,7.398576063697643,3.046549248820498,6.604924458716672,2.102932190617665,Iris-virginica
+13,6.884224182952979,2.7557143200890413,5.547712316318835,1.5741445226419206,Iris-versicolor
+14,4.947475576946786,3.0586340485571353,1.4247216623420427,0.3307372008911085,Iris-setosa
+15,5.019035501971107,3.2795488200737215,1.2819683808549276,0.23025933252720504,Iris-setosa
+16,5.974783892753411,2.6828119447352607,4.668306491788872,1.6917540786706116,Iris-virginica
+17,6.270775373574098,2.771462416030134,5.164778751374122,1.6976645156683958,Iris-virginica
+18,6.014311190554044,2.581604219869609,4.13440426157427,1.3348068384032885,Iris-versicolor
+19,5.489787462912591,3.750921245184563,1.349752727496277,0.18888615033671655,Iris-setosa
+20,4.94593804717708,4.096589198969169,1.4260435737661026,0.2647074878412231,Iris-setosa
+21,6.187728146260572,3.341419002144014,5.636276429898398,2.553414171884794,Iris-virginica
+22,6.3397914141426615,2.827335561009436,4.574696526447725,1.2833854502298443,Iris-versicolor
+23,6.995708101978199,2.794592692360113,5.820981001422527,2.1819948829578086,Iris-virginica
+24,4.787184082083258,3.084882994076224,1.4656602515357398,0.2439039651100206,Iris-setosa
+25,5.08903987239026,3.29835412907408,1.548801969621314,0.4894567231849515,Iris-setosa
+26,6.8654934996694825,3.5529728111486847,6.17702320606645,2.528059455870608,Iris-virginica
+27,5.7357934076881385,3.87862468377644,1.4916785663264773,0.3736795800539992,Iris-setosa
+28,5.068177946205016,2.9616695574256338,4.458810663567502,1.5140485513572992,Iris-versicolor
+29,6.279341549383649,3.022920431306936,5.101705308981452,1.8478009327605416,Iris-virginica
+30,5.19644219584446,4.004644382914989,1.3863806176642703,0.24575751324065065,Iris-setosa
+31,5.497489035663817,4.0610757044472665,1.5283564179649634,0.21990769554211395,Iris-setosa
+32,6.935372173490255,2.9728853707953107,4.778839580609456,1.4315231879653036,Iris-versicolor
+33,5.202038749662899,3.5690963931430666,1.4595584206950813,0.21884844870293946,Iris-setosa
+34,6.320234650500001,2.6825220678760395,5.6651718786515035,1.8557672318510188,Iris-virginica
+35,6.489471959947289,2.748708812800425,5.104972369335775,2.0050046321406207,Iris-virginica
+36,5.822877406617773,2.6453763385948093,4.8914056843480545,1.9729721782093306,Iris-virginica
+37,6.717587356490789,2.959470348829609,5.046455976284613,1.5146348704710895,Iris-versicolor
+38,7.459210518998309,3.2303445606490313,5.965950740282629,1.8509290392187907,Iris-virginica
+39,6.319616477137222,3.3542441540782373,4.260047532621393,1.476893175232569,Iris-versicolor
+40,5.50564528857561,2.598233216240027,4.131849973047001,1.232927563167873,Iris-versicolor
+41,6.452607382578007,2.6254696059224636,4.4285693587717,1.4561764593373903,Iris-versicolor
+42,5.968443729751469,2.7132432127260366,4.8187026612984,2.0327021355896266,Iris-virginica
+43,6.201110457324502,2.6691230974833458,5.419209932110952,1.9513827643620945,Iris-virginica
+44,4.919993747413658,3.3259737050193254,1.4789258760203912,0.18307880796373183,Iris-setosa
+45,6.487051446361455,3.0952275274956196,5.283336746224561,2.394036900742968,Iris-virginica
+46,4.202139825584667,2.3308081608756934,0.882400430384796,0.19151743514820185,Iris-setosa
+47,6.091054473512274,2.714543638901493,3.9686975633847172,1.1951833647032686,Iris-versicolor
+48,4.550287335898112,3.0469966704995595,1.2714199912212014,0.33249279218369826,Iris-setosa
+49,6.565393059089418,2.81899742610223,4.231210056915965,1.3696687137650048,Iris-versicolor
+50,5.841833160300215,3.00063879507438,3.9136603959482015,1.3156635231356673,Iris-versicolor
+51,4.832329251816783,3.768616224138911,1.4654281906619433,0.06025399648330329,Iris-setosa
+52,6.031189840932933,2.946238423044975,4.8140585986873035,1.4984480036088568,Iris-versicolor
+53,4.961642217056989,2.1292939456816553,3.0333793892797383,1.0499990947613862,Iris-versicolor
+54,4.665609475628412,2.8433150327728662,1.4044243281685578,0.08381156198894338,Iris-setosa
+55,4.9764781776966025,3.2483700411815937,4.952571481664105,0.5738402584943512,Iris-virginica
+56,6.417372336505656,2.6855366516297083,5.421358482659812,1.7318493456780297,Iris-virginica
+57,5.93527322975076,2.74596685185085,5.561319500153363,1.6227023769986049,Iris-virginica
+58,4.580836930047551,2.992489204488578,1.3430758676925612,0.18850896231298248,Iris-setosa
+59,5.381472218538873,2.953021093774991,3.7961793105931902,1.2027775475735063,Iris-versicolor
+60,5.19888634616151,3.8631884841398523,1.632534483743373,0.46410910200111405,Iris-setosa
+61,5.983411208730476,3.098871722039958,4.20616287890299,1.4561688537773345,Iris-versicolor
+62,7.200934493591484,2.9993943431542545,5.978383235716648,1.7969717770339837,Iris-virginica
+63,4.8517209541257635,2.9472634939641322,1.1776946346012096,0.2143990416469857,Iris-setosa
+64,6.180111596166032,3.1013186180339605,4.696516657109816,1.6031789181504628,Iris-versicolor
+65,7.153710689382065,3.3193312177072944,6.225602547143112,2.422253777241356,Iris-virginica
+66,6.894081816785613,2.738127624534032,5.549453083890554,1.603515429574676,Iris-virginica
+67,7.1569281186472935,3.0925403630738897,6.223027850684328,1.9840356480535708,Iris-virginica
+68,7.286508798407208,3.1169901592285987,5.922519110184102,1.7675981026606271,Iris-virginica
+69,5.0047993038986585,3.395221672129833,1.4534570943938914,0.2274193913912159,Iris-setosa
+70,5.240504629453029,2.5197683199827834,2.7487632814899947,1.1168509143502412,Iris-versicolor
+71,5.5857391306497135,2.7307348556566673,4.859042960675214,1.7925369413754377,Iris-virginica
+72,6.263399670628373,3.295213072611318,5.089414378106192,2.0081396721061053,Iris-virginica
+73,5.948795769914196,3.134012142356034,4.282339958624933,1.3711537614577212,Iris-versicolor
+74,5.982931874539921,3.1559658068157357,4.382056957301812,1.4263459690585547,Iris-versicolor
+75,5.266593733516361,3.532934516548857,1.4268794147270196,0.1816415036961339,Iris-setosa
+76,5.59660779508493,3.4851681729385797,1.4929886272021624,0.2379587637321918,Iris-setosa
+77,4.4702033659669995,2.5972255334932033,1.4741411043457509,0.229960313457782,Iris-setosa
+78,4.994093435615781,2.6330569515746456,3.795644776730758,1.2232618519292866,Iris-versicolor
+79,6.578316230574497,3.1150642315520947,5.353481577687878,2.0569129910205763,Iris-virginica
+80,7.263950468418017,2.7862131507488717,6.284354973984303,2.3456982027818807,Iris-virginica
+81,6.244044525324622,3.2038770054176045,4.940476802497042,1.5463101402543584,Iris-versicolor
+82,7.157629615794006,3.629917065525725,6.225048355907855,2.127795584450073,Iris-virginica
+83,5.4672169985718435,2.635514573250897,3.8897066570358882,0.911080895399904,Iris-versicolor
+84,6.338159202558724,2.8684344546225993,4.618591538530122,1.446509430191999,Iris-versicolor
+85,5.721301654295368,3.008073615690326,4.313006296989369,1.3359952191462907,Iris-versicolor
+86,4.3238386718387245,3.1167897895721794,1.3676784055322189,0.24438368773221894,Iris-setosa
+87,5.88198928304245,2.6306566378696754,3.563686128095429,1.095693285518947,Iris-versicolor
+88,6.808056148528,2.8179345709849906,5.531675025152999,1.9171538227921223,Iris-virginica
+89,4.585193867522208,3.2626211807274346,1.2253175401971665,0.20192366274688647,Iris-setosa
+90,4.927956119220505,3.635041704259124,1.3904845921646103,0.09206829075461581,Iris-setosa
+91,5.034523217769775,3.6346491987740643,1.5303558036325853,0.28696930282853395,Iris-setosa
+92,5.800193718328774,2.758044224483033,5.289522951443908,1.720190622103861,Iris-versicolor
+93,4.805228105517776,2.5523096034256927,3.622706832774756,1.3253729405744112,Iris-versicolor
+94,6.7240841015643085,3.1466300278658803,5.9708119129047645,2.307376088567893,Iris-virginica
+95,6.899331758601694,3.2651431384385576,5.344470605628919,2.1348160937600196,Iris-virginica
+96,6.677168989848413,3.022939658912169,5.0620461405828685,1.5332849223097074,Iris-versicolor
+97,6.492479625068227,2.707745910480136,4.233186588767729,1.3277096240915243,Iris-versicolor
+98,5.37398856136871,3.600290878699644,1.5480525044696394,0.19656529836838796,Iris-setosa
+99,6.867737087842844,2.8113077878751453,5.796103870362763,1.6518560734201868,Iris-virginica
+100,5.100446117802739,3.678530785142,1.5579066805275341,0.15305269743348726,Iris-setosa
+101,6.4916954038626855,3.5836110463448447,5.705845799772235,2.489873724069965,Iris-virginica
+102,6.569683052844721,2.8061880726607162,4.985720007985885,1.623422501461828,Iris-versicolor
+103,7.020907671587322,2.6443801469908106,5.072197317643676,1.520137227986646,Iris-versicolor
+104,6.443885544019169,3.0902470494184535,4.371857540219875,1.2562080049512334,Iris-versicolor
+105,4.79390616868056,2.980992616012415,1.1392728373683638,0.17064982219063815,Iris-setosa
+106,5.852663890442783,3.0328283901476043,5.215398542633902,1.6896317861852252,Iris-versicolor
+107,6.539670987096555,3.0078245474397924,5.448349476444587,2.186123914557003,Iris-virginica
+108,6.359664766514529,2.614763583068048,5.133055501457631,1.4973739757592885,Iris-versicolor
+109,6.348498681818051,2.908013371393215,4.462360508207558,1.3846761787920319,Iris-versicolor
+110,4.935476168575319,3.4281378207761417,1.4498984939902186,0.17278932930801758,Iris-setosa
+111,6.037655712227065,2.9852723942535278,5.301598054746765,2.1986212636651334,Iris-virginica
+112,4.881727170555308,3.411172157827989,4.671739709363649,2.2794128017912128,Iris-virginica
+113,4.958496346212961,3.66253551361795,1.635530236308706,0.5028455239076075,Iris-setosa
+114,5.653690131861801,2.370952910966037,3.8542786011346872,1.0398108122536112,Iris-versicolor
+115,5.567919256216464,2.5397598985671728,4.685695306459043,1.1687959278328541,Iris-versicolor
+116,5.422362223722645,2.699599999640774,4.621833475439382,1.1557362852250685,Iris-versicolor
+117,6.515170264240679,3.0003422773275394,5.4991715314081695,2.0373116561816382,Iris-virginica
+118,4.809746411687421,3.1572938550196863,1.2217098109624358,0.13689350553034738,Iris-setosa
+119,5.329753335561313,2.5925137775218183,3.8625920820074136,1.2111415629800582,Iris-versicolor
+120,7.540218742264517,2.7900290965006405,6.256750576193825,1.7735808602251353,Iris-virginica
+121,4.891090415928097,3.2175026183986946,1.4187283327586437,0.16559127639627302,Iris-setosa
+122,5.404894560823895,2.4758978329877337,3.7243084436464358,1.1742887940108546,Iris-versicolor
+123,6.684933834654837,3.1494435797950806,5.221943964231371,1.8630370196133148,Iris-virginica
+124,5.436910897054925,2.5749605097445762,4.1287693243246855,1.2820634076258282,Iris-versicolor
+125,6.5816753871124964,2.9580758995350394,5.634400263606749,2.088974473909655,Iris-virginica
+126,6.344641580460443,2.2983436251199,6.108629737140088,1.9444572368626185,Iris-virginica
+127,6.024793851968238,2.7571882951683993,3.8362761375565286,1.406673653830427,Iris-versicolor
+128,5.239246110108085,3.863301721767113,1.4992057890760557,0.2615696709604241,Iris-setosa
+129,5.809119413402097,2.9740684427317188,4.7931846044972595,1.606338452702483,Iris-versicolor
+130,7.208348880387778,3.197305613730116,5.299006511062749,1.741330019057144,Iris-virginica
+131,5.058126939079538,3.647776264836626,1.6257262047081715,0.17725732098959063,Iris-setosa
+132,6.2275486080950175,3.0914467824415377,5.315666476528243,1.8270907803283416,Iris-virginica
+133,4.549097090931543,3.173025260046794,1.3986855281861887,0.21391304264803418,Iris-setosa
+134,5.839928950666873,2.8845159833084133,4.1630795861449155,1.4441747862950212,Iris-versicolor
+135,4.906636111185328,3.4994195196942135,1.6595515611377336,0.2543904048290944,Iris-setosa
+136,5.5386399539827895,2.676750438734526,3.919643580945619,1.199519461895208,Iris-versicolor
+137,5.145516913351031,3.8271413644481647,1.5457766823112706,0.26967468325064253,Iris-setosa
+138,4.821971077550806,3.4042551141874586,1.1335240884659694,0.2120904190246743,Iris-setosa
+139,6.718265926553089,3.090344680921857,5.538649567237367,2.141365078504133,Iris-virginica
+140,5.637514508593876,2.636088756625535,4.153833254113379,1.372112448259272,Iris-versicolor
+141,4.923946286083871,3.6672399331909635,1.6746294503705905,0.36696382486686313,Iris-setosa
+142,5.993093015814777,2.0449805208329144,3.937935814238322,1.0765827620778197,Iris-versicolor
+143,6.617239584799598,3.105229548364542,5.403583844990754,2.2239428839543276,Iris-virginica
+144,6.740379445739567,2.746393454343116,4.607564524591739,1.2900599761312257,Iris-versicolor
+145,5.0527035783356515,3.0817436348775655,1.4682156505586632,0.3346324761817581,Iris-setosa
+146,4.986033565959808,3.2146320070046697,1.368639821058038,0.221392292598599,Iris-setosa
+147,6.058623399110205,2.8520710580742,3.765007511658146,1.1813315634770685,Iris-versicolor
+148,4.833755722461105,3.4638351058000656,1.2845516203388632,0.24956940824661777,Iris-setosa
+149,6.704778523962473,2.8726994709279094,4.542542062780334,1.4652214800840726,Iris-versicolor

iris/tvae/df/28/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/29/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.200009875050532,3.2111475362447566,6.267805264021901,2.110648934837686,Iris-virginica
+1,5.057010673791789,3.0382903053620347,1.6467263899976217,0.2599852314487059,Iris-setosa
+2,7.085665792898798,3.07155184388877,5.121430705651483,1.8893137685881325,Iris-virginica
+3,4.854586444557488,3.4705721580785593,1.711848934288351,0.4236596000092737,Iris-setosa
+4,6.798612521850013,2.819291758167252,5.81218124926872,1.8947441106026632,Iris-virginica
+5,6.165081322244396,3.186143872633847,4.416577895991239,1.532185280277368,Iris-versicolor
+6,6.176450921616029,3.161136363723913,5.14847053728229,2.2734667206065184,Iris-virginica
+7,6.1316090523249995,2.637239316254077,4.157557695604317,1.4747819397740125,Iris-versicolor
+8,7.410621985947708,3.09106032006534,6.5675005386986856,2.1406107727305885,Iris-virginica
+9,5.581291191204963,2.938695445148434,5.142262273223784,1.5462590374071634,Iris-versicolor
+10,6.361602930183486,2.949425975063322,5.18683518082711,2.097394110732798,Iris-virginica
+11,5.953165013978729,3.0058724549525655,4.985871677904527,1.8126762463918018,Iris-virginica
+12,6.936114327495414,3.1186155298778404,6.129436743517428,2.228384666001307,Iris-virginica
+13,4.655353240098123,3.473469297852949,1.5488522145567987,0.2250487857710357,Iris-setosa
+14,5.180914593199604,2.717513093510662,4.126865603485435,1.5346655175815545,Iris-versicolor
+15,5.112805866016515,3.4569069554956515,1.4520167481577269,0.17002520863758092,Iris-setosa
+16,6.207933026425953,2.8992829817042107,4.592550759238815,1.2504871910196802,Iris-versicolor
+17,4.707940072837257,3.4290559777917053,1.4123137374952857,0.18031639351492657,Iris-setosa
+18,6.354234158416638,2.6067344318205325,3.874230434506551,1.2122396132809776,Iris-versicolor
+19,5.031928158286473,3.2894615610524824,1.6407866613771267,0.4779265960672433,Iris-setosa
+20,4.488335010280115,4.200187928954545,1.3628933828013707,0.16311494973301832,Iris-setosa
+21,6.374288675006614,3.010046423902114,4.68222233945306,1.8169493393500953,Iris-virginica
+22,7.083275584513216,3.651301126336852,5.987144295759592,2.601683977439773,Iris-virginica
+23,6.887178184316808,2.9093676160867865,5.584783896528888,2.118879525427786,Iris-virginica
+24,6.644793626847717,2.9038595836100187,5.368410319634929,1.7081797423798601,Iris-virginica
+25,4.537210892995207,2.9550205593551713,1.3173407691320644,0.2542590506984937,Iris-setosa
+26,4.804062379433905,3.2441655161169853,1.4507181562628202,0.2416485540056153,Iris-setosa
+27,5.014597743821426,4.1792344203745895,1.8982254253784134,0.7716180585615815,Iris-setosa
+28,6.16746974931704,3.0241505837206897,4.677616387522648,1.6571501080306097,Iris-versicolor
+29,5.258164988088619,4.214363453653027,1.2831701788388954,0.18242212428584814,Iris-setosa
+30,5.9750647157262105,3.0093687314933453,4.265604525204306,1.5808550580150031,Iris-versicolor
+31,5.056510945742648,3.529325147372446,1.519221355307695,0.22356603925881016,Iris-setosa
+32,4.820681476623992,3.3341621221198903,1.7608851842865254,0.41850652563201024,Iris-setosa
+33,6.260330569801421,3.010817321050385,5.314790742929797,1.5615265637782765,Iris-versicolor
+34,4.788021046159154,3.12234455800911,1.2070926821105092,1.5156705401147548,Iris-versicolor
+35,4.943720738903763,2.9205472626016036,1.400031364989193,0.27979191584364876,Iris-setosa
+36,6.598888253902407,2.8053091690462133,4.830051633148691,1.607281852230442,Iris-versicolor
+37,7.255497755820017,2.918598894783203,5.852471510558588,1.7615048161811644,Iris-virginica
+38,6.898124066822754,2.938174540131325,6.002284097621097,1.6613750689884574,Iris-virginica
+39,6.177950430911819,3.2646762163286716,5.172327535036653,2.1147906760811446,Iris-virginica
+40,4.730178286097536,3.2717564032091038,1.3693939133379445,0.25796134468826426,Iris-setosa
+41,5.9905797352764765,2.827602342775472,5.26961391428625,1.79838676535929,Iris-virginica
+42,5.205301730895517,3.9789369685365914,1.5615968083500142,0.31091613558739356,Iris-setosa
+43,6.012460616651315,3.1116820878624902,4.810045401133384,1.76017944522256,Iris-virginica
+44,5.977774389836849,2.588025361609853,3.5184621081684258,1.2315772348683736,Iris-versicolor
+45,5.120010403399622,4.0129333204590125,1.2380944802360696,0.24477678395486419,Iris-setosa
+46,6.559340223941212,3.3084427037356625,5.806397515676298,2.140276655803839,Iris-virginica
+47,4.931023148794565,3.3731504503890504,1.5078751977864866,0.1625025771104428,Iris-setosa
+48,5.62021183084666,2.8502141750560925,4.910488923953757,1.4215261741912477,Iris-versicolor
+49,6.31010346515125,3.0989248229305004,4.970358021712678,1.592898770225822,Iris-versicolor
+50,4.975145339336052,3.969721915025019,1.7083002046410356,0.47496863471041234,Iris-setosa
+51,5.0687551541783415,4.0467496682893795,1.2247689154108565,0.24110507978659393,Iris-setosa
+52,5.400457638224556,2.9142241270416185,5.362373204488161,1.7156766935820296,Iris-virginica
+53,6.493409205588883,2.90191177894011,5.46551545289972,1.7832960015875021,Iris-virginica
+54,5.616342255251519,2.575914088716821,4.127167113357904,1.147159255199207,Iris-versicolor
+55,6.323093911307924,2.668960675302543,5.459558285675589,1.709624296259995,Iris-virginica
+56,5.957880855695968,2.612962547727828,5.046025970010715,1.8625374987817231,Iris-virginica
+57,5.757100260242648,2.7800031687541993,4.30175188340205,1.352148154964768,Iris-versicolor
+58,5.75766367423954,3.4746608293081813,1.6033416271251892,0.17644800535034663,Iris-setosa
+59,4.5244064839596,3.322433522225663,1.660468100530061,0.16260799900044481,Iris-setosa
+60,4.869744949541453,2.8638769160609523,1.4343729445103106,0.16804993830995668,Iris-setosa
+61,5.409277955114233,3.818938364055648,1.3533572084947838,0.234422941096852,Iris-setosa
+62,6.05951447568421,2.610200379929285,5.123275202522371,1.4446380162107897,Iris-virginica
+63,6.180914141447372,2.839496800172633,4.872475936667045,1.5948096273002172,Iris-virginica
+64,4.990435542976719,3.726193494837763,1.5787132537657609,0.3559476099019655,Iris-setosa
+65,6.81742850199015,2.988523510429637,5.293802323046254,1.4981345312337053,Iris-virginica
+66,6.284802139001645,3.00886712074765,5.2880207404268775,1.6384328045343424,Iris-virginica
+67,5.84701363159161,2.829295448227043,4.1320097091909815,1.1247778354162326,Iris-versicolor
+68,5.089500801685824,3.532338061239211,1.516658258943344,0.5908621238600353,Iris-setosa
+69,7.005243436837251,2.9763691581440597,5.799378125101237,2.2375856428777663,Iris-virginica
+70,6.006753920134213,2.6387019182547773,4.375903123513793,1.432366514039518,Iris-versicolor
+71,6.577736761730911,3.0082601753340503,5.346598296827246,2.1900262789967635,Iris-virginica
+72,6.865909821284826,2.8410943128056254,5.646670171089872,1.6485883392574103,Iris-virginica
+73,5.983761138710679,3.0912667901882505,4.604234778708095,1.4773317011891236,Iris-versicolor
+74,5.298838740630497,3.2965315407300557,1.5572318235159552,0.22838608595537574,Iris-setosa
+75,5.728671488265925,4.158841848750736,1.6555570239454058,0.4291518671291558,Iris-setosa
+76,6.294558056662832,3.025694566340911,4.909792380748875,1.5353955980315028,Iris-versicolor
+77,4.9078286535937075,3.0160714517987275,1.3348833536108278,0.2303012266241394,Iris-setosa
+78,5.830904983909234,2.6280926303725756,4.0033106298562595,1.2172235745454492,Iris-versicolor
+79,4.551962936756257,3.1354389874483504,1.422401772434904,0.21391722144879638,Iris-setosa
+80,6.997564364747129,2.942455092673513,6.222964019984224,1.8004123554008393,Iris-virginica
+81,6.400151931748516,3.1361394301246097,4.322425894336857,1.4102423233879127,Iris-versicolor
+82,5.069477556303015,3.4677640332126964,1.3729759788273765,0.21007678957125414,Iris-setosa
+83,6.224025627692413,3.248084473017339,4.654852512230854,1.951748779964558,Iris-virginica
+84,6.169352289466865,3.376988289887911,5.162064497583461,1.6850853663309213,Iris-virginica
+85,5.156495864673572,3.373176638659583,5.148138185255427,1.7795100793808425,Iris-setosa
+86,6.030512545767767,2.8295993710851244,4.288528893633466,1.478134486242466,Iris-versicolor
+87,5.02475057948952,3.764665115836376,1.3520522807133946,0.18138794112462353,Iris-setosa
+88,4.9846533127851815,3.6763487415618554,1.5411661092608304,0.4484004334018712,Iris-setosa
+89,6.378800171907396,2.969432065254628,4.613661254609143,1.503046658084484,Iris-versicolor
+90,5.312902122535496,2.692579156179965,3.8734090135590153,1.112685523633003,Iris-versicolor
+91,5.434185039982494,3.368463340775098,1.3857600258428031,0.3564775199193125,Iris-setosa
+92,6.552533351147289,3.0937360165956007,5.039878466166366,1.7596788039951103,Iris-virginica
+93,5.8811046186208795,2.759783757120519,5.458916312428254,1.4316901818715386,Iris-versicolor
+94,6.348898382995671,2.7749061574708036,4.3676327068534055,1.2306169382131316,Iris-versicolor
+95,5.992604391743132,2.8240608890346772,5.076241574087283,1.7395197342503146,Iris-virginica
+96,5.9859904456801525,3.343386217523035,4.700952844732247,1.4549204465238943,Iris-versicolor
+97,4.907934401538433,2.8969332853049683,1.3065037203879448,0.11926267118664555,Iris-setosa
+98,5.815744564860675,2.236409416893162,3.6405122979994644,1.1150580356557274,Iris-versicolor
+99,5.9101531081030885,2.6495555188779814,3.737190737708779,1.1878784670227764,Iris-versicolor
+100,7.548619260452939,2.473041172765364,5.506589739770922,1.7665416319892642,Iris-virginica
+101,4.806290336875369,2.4747705860208327,3.622096841738824,1.0396086366756716,Iris-versicolor
+102,6.049818847039918,3.0455562340569298,5.445349373025567,1.9387666805002899,Iris-virginica
+103,6.341208873133448,3.087372571393988,5.075138096128464,1.4802696250580176,Iris-versicolor
+104,6.3935175664824895,3.180686266007085,6.157714482112234,2.348483056584411,Iris-virginica
+105,6.745247428281339,2.953984824019308,4.574510249731041,1.521622876720166,Iris-versicolor
+106,7.054165283342171,2.9643022502827,6.036554864715597,2.1062480946786426,Iris-virginica
+107,5.7289975345804915,2.984451537558027,4.712224510688759,1.4143397041042725,Iris-versicolor
+108,6.054680595626336,3.0069687486545584,4.325038066333017,1.2625384283910905,Iris-versicolor
+109,5.575509207646732,3.4074428217985453,1.2978699593222687,0.30414502995583415,Iris-setosa
+110,5.617872446686054,2.806521316312816,4.004979591181764,1.324486160152621,Iris-versicolor
+111,6.401331867469368,3.3414548863032603,4.592671455761304,1.4297416720738758,Iris-versicolor
+112,4.852064823720451,3.3820344702975533,1.4037135154175029,0.428112184369309,Iris-setosa
+113,6.194808380380742,3.050663011053366,5.034713834003876,1.9658311021716668,Iris-virginica
+114,6.83582852121215,3.206247367903572,5.425114183623343,2.156233119736113,Iris-virginica
+115,6.179580390722992,3.267310793733989,5.264039905911024,2.1728690178316428,Iris-virginica
+116,6.238294584102411,2.769500001828069,4.56009037908735,1.3648581189323956,Iris-versicolor
+117,5.81019616172193,4.114786337565816,1.6703398065226367,0.13685039845613262,Iris-setosa
+118,6.399190973151548,2.6029970976364414,4.947542346342688,1.6395573658000475,Iris-versicolor
+119,6.666118144071903,2.8188138537738405,4.297142311879032,1.4109989182836375,Iris-versicolor
+120,5.760169767496725,2.670158223824092,3.3958407933156214,0.9968879729377041,Iris-versicolor
+121,6.957283660282575,2.88796797170367,5.519529695502982,2.1603733362716,Iris-virginica
+122,5.962097552679426,2.860102393082579,5.103996111410314,1.8781246914191665,Iris-virginica
+123,5.123293118518558,3.6343456007181025,1.6821810575051315,0.5418285116991559,Iris-setosa
+124,4.967602499713262,1.9295077849272122,3.7885260956629363,1.1255104679558727,Iris-versicolor
+125,6.0507556291113795,2.854045620262242,4.591603789455404,1.4512671633074241,Iris-versicolor
+126,4.926796873890135,3.25262912271364,1.5330830140661913,0.2330978456040922,Iris-setosa
+127,5.333105257307484,2.598606996463912,3.6290308910347653,1.1787569315196413,Iris-versicolor
+128,6.500145366208982,3.264296863689883,4.914413655040747,1.4746357370737115,Iris-versicolor
+129,5.089824852831595,3.2706074826147735,1.5942544447857312,0.148434564689098,Iris-setosa
+130,6.085966105366289,3.2124679247580126,4.562010217500208,1.5625306043129417,Iris-versicolor
+131,6.271480707579875,3.115968741500047,4.031699287126821,1.3830228881554136,Iris-versicolor
+132,6.900179365644223,3.1731170914023976,6.035450288461234,2.2289164174566594,Iris-virginica
+133,5.261692428217309,3.3001248447173683,1.2046123768889803,0.2128746050293703,Iris-setosa
+134,7.191384976481641,2.795487514415038,5.434686968568649,1.6717873669143413,Iris-virginica
+135,5.814704963871065,3.9146394775419644,1.521171851845273,0.4784570451965559,Iris-setosa
+136,7.024020931802235,3.3257971183036745,4.904471167421986,1.4513396718062375,Iris-versicolor
+137,6.6583856944037665,3.1674699986153194,5.388319030878084,1.9432674971083619,Iris-virginica
+138,4.965362885151773,3.734463284768876,1.53740780091959,0.29754187386205466,Iris-setosa
+139,5.1308998187754735,3.250687229547746,1.4920103259361404,0.3278644426077113,Iris-setosa
+140,6.3198630814981405,3.0110286911998414,4.474441911322622,1.3644302301000168,Iris-versicolor
+141,6.344862616127588,3.1549826478118925,4.942199698725475,2.040327589276,Iris-virginica
+142,6.275223602198177,2.6398738462653157,5.93516566837577,2.3098949974452294,Iris-virginica
+143,4.597230640735029,2.7996184238500503,1.3794512986748213,0.22097748503079,Iris-setosa
+144,4.865445600415397,3.400504835032949,1.3194488778489997,0.17836044219007952,Iris-setosa
+145,4.705046193762712,2.6464408128874615,4.613576849942982,1.3630939141964378,Iris-versicolor
+146,4.999994106312162,3.103015106500596,1.422928711622403,0.5752206887290106,Iris-setosa
+147,4.865984467081324,3.789476726414889,1.3780213307369926,0.22386329482818398,Iris-setosa
+148,5.650099092909832,2.9289476724198624,3.7429083886829373,1.376727099692138,Iris-versicolor
+149,6.86173628186946,3.1759318346415872,5.097319525323742,1.7115539842082519,Iris-virginica

iris/tvae/df/29/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/3/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.508709061201757,3.3466275876567173,6.178883497986235,2.328912009837679,Iris-virginica
+1,5.046002767459123,3.467839320112259,1.3523212231511015,0.24604608444781276,Iris-setosa
+2,4.77133616181548,2.8955197006298636,1.278355935065546,0.24277649931393197,Iris-setosa
+3,6.209443124248248,3.0793877004295704,5.877124085547547,2.298727597577608,Iris-virginica
+4,6.175529438550404,3.0887281236951902,4.3742561561727635,1.3939695702204862,Iris-versicolor
+5,7.625846912287839,2.9363751470564643,6.430883144097438,2.1912717523576744,Iris-virginica
+6,6.345159239674794,2.8881143283336703,4.956916454709324,1.6025853540494703,Iris-versicolor
+7,5.02182259743046,4.074258356914283,1.5392268278321601,0.15055123676759785,Iris-setosa
+8,6.579470774558307,3.021461779754352,4.613804377663696,1.4718636012084412,Iris-versicolor
+9,5.906223762021307,3.0039475648214644,4.987313933041976,1.4045520693081652,Iris-versicolor
+10,5.2521865885186365,4.214905000470013,1.452881817071304,0.21015253405255063,Iris-setosa
+11,5.870172507387055,2.7166719790288463,4.222048335587912,1.5296868014371685,Iris-versicolor
+12,5.826309301672526,2.79983426093935,4.164792143978494,1.340655431108384,Iris-versicolor
+13,5.192077599895394,2.290935272109579,3.638838506165259,1.1096896281538688,Iris-versicolor
+14,6.897307996271294,3.3580065769119054,5.907122884771982,1.8556314857229586,Iris-virginica
+15,6.063536327564866,2.9962167135572284,4.153353539023562,1.4398335407971927,Iris-versicolor
+16,6.009619460018126,2.84319059804375,4.703486724216118,1.6679525706718383,Iris-versicolor
+17,6.385268943267565,3.3075593324292556,5.397932789198984,2.3537696061147977,Iris-virginica
+18,5.748952231849981,2.6355463416557914,4.154747496600435,1.2697476336295763,Iris-versicolor
+19,6.601336998474506,3.0449082647274524,4.914044093431697,1.6932367296316273,Iris-virginica
+20,5.069058649573137,3.0290338530824643,4.572281284091164,1.336189409471353,Iris-versicolor
+21,7.434946701216082,2.844224884798224,6.481103924714174,1.8848183127688465,Iris-virginica
+22,6.198207843978883,2.70277183384544,4.305211705904611,1.1238804180187678,Iris-versicolor
+23,4.964524263084876,3.3774736231845996,1.5951101141009114,0.2775783392160991,Iris-setosa
+24,4.01040018661649,2.3818766759681793,1.0110538985254047,0.3305367231457803,Iris-setosa
+25,5.488731292208303,2.6838777632354303,3.9738873524538403,1.4746956439564232,Iris-versicolor
+26,7.045195389531177,2.539298684576758,6.049759918220097,2.072665976379103,Iris-virginica
+27,4.772369346038945,3.0120082879311982,4.599602474609646,1.454704759766438,Iris-versicolor
+28,5.9566220755872115,3.0322902375954546,4.141159748241114,1.1428743738247236,Iris-versicolor
+29,5.929092752006424,3.119086301864183,4.978514447178787,1.7723350170758256,Iris-virginica
+30,5.765698717253121,3.201868107697935,4.5267123642390255,1.303776332456557,Iris-versicolor
+31,6.945034275055328,3.0960696808242347,5.247433578735373,1.9697668209307606,Iris-virginica
+32,6.253849423026188,2.9218846066528057,5.433513740310211,1.9514918822340626,Iris-virginica
+33,7.026453210319699,2.964267224266242,6.398811423088628,1.9363374233352153,Iris-virginica
+34,5.742680061475011,2.51866489497055,4.732919384046458,1.8031665510054766,Iris-virginica
+35,5.6880564915601575,2.92517259198624,4.6039319929403,1.8208018680162508,Iris-virginica
+36,5.566727824849262,2.38031408897779,3.6650654729114,1.1673834069008842,Iris-versicolor
+37,4.893860254728881,3.46830565468176,1.4068276294073776,0.3103752503841561,Iris-setosa
+38,6.663436413203425,3.1309144516311713,5.243671953481467,1.7311766678540792,Iris-virginica
+39,4.942870981384335,3.2726335656070256,1.3303961331233738,0.21712955654903707,Iris-setosa
+40,5.519843292309199,2.886070832937278,4.462055463580725,1.5709787768459287,Iris-versicolor
+41,6.177814595754565,2.87198330274106,4.446508412314316,1.7796652247544684,Iris-virginica
+42,4.703481554037266,3.4163159672130727,1.5164789271863788,0.2821821737708497,Iris-setosa
+43,5.478600945588018,2.971989747309634,4.720953919849396,1.3946478782096192,Iris-versicolor
+44,5.697422320979505,2.9609219515141367,5.405033719199081,1.6365556214058696,Iris-versicolor
+45,6.283924623430765,2.8910126219482746,4.521950685917235,1.6942866858492929,Iris-versicolor
+46,6.017257058120974,3.207237078814848,4.155488070276389,1.3134057458556578,Iris-versicolor
+47,6.779898523462135,3.445021264830225,5.18367894179148,2.22906894264648,Iris-virginica
+48,5.933604514946048,2.948114670939686,5.0079595287264915,1.6697387788682543,Iris-versicolor
+49,5.329990163409413,2.7894879436892697,4.461574783071322,1.179295910927619,Iris-versicolor
+50,4.801559701291847,3.0359625565286956,1.2392210817136988,0.28174898509753127,Iris-setosa
+51,5.158246158701636,3.66479262156025,1.7113138977208955,0.4839434113433274,Iris-setosa
+52,5.263008187011803,3.4887094610605462,1.5081212683401721,0.2278481498692246,Iris-setosa
+53,4.965230876793605,3.12045057202856,1.3957637641994534,0.16285197458197684,Iris-setosa
+54,4.92940350204897,3.3625847245722738,1.316149140284154,0.23826193620031175,Iris-setosa
+55,5.499473469516408,3.1286183979999858,4.342839855053582,1.4360203821539836,Iris-versicolor
+56,5.378399332936811,2.161371655674639,2.6823411213984634,0.7799763017261224,Iris-versicolor
+57,4.838746671131169,3.84474037426794,1.4852063895291805,0.41864538705074356,Iris-setosa
+58,7.113921935806246,2.8890984717996595,6.049272121691084,1.8121739371474135,Iris-virginica
+59,5.755786638913379,2.7360469186581127,5.021072631714341,1.7248304874671878,Iris-virginica
+60,6.383046932870155,3.0057988332810037,4.605506203599602,1.4646891686679424,Iris-versicolor
+61,6.790678376572888,3.305374808678861,5.498491061507557,1.5787610339483351,Iris-virginica
+62,4.914051123427436,3.107744489492615,1.289967169009248,0.2007417687320932,Iris-setosa
+63,5.580955103756421,3.275495494533726,1.1884444451052918,0.2146377427082937,Iris-setosa
+64,6.998104224903567,3.026382934068381,6.078455114552115,1.9563121900087215,Iris-virginica
+65,5.115706387191112,3.7869775284242153,1.656435807278186,0.43844417714944717,Iris-setosa
+66,6.601903009608102,3.228267547785098,4.610957171966372,1.4804065893311948,Iris-versicolor
+67,4.5399297551981554,3.3081840812152175,1.2634569559794373,0.16358406270501752,Iris-setosa
+68,4.690409306226952,3.201936340738275,1.4883597776428419,0.11560482522553389,Iris-setosa
+69,5.391496205764467,3.6897362810949943,1.5816464225986744,0.3384897383143721,Iris-setosa
+70,5.230671205066387,2.859078743548998,4.548798763376548,1.5109254075993914,Iris-versicolor
+71,7.356299919203762,2.930222824527333,6.1204351075116215,1.8045138625543908,Iris-virginica
+72,4.973813547893121,3.2892357577114493,1.672296643858472,0.2987683746742322,Iris-setosa
+73,6.340093372722386,3.233763945470712,3.9687809685645594,1.3778942046968812,Iris-versicolor
+74,6.194895702072281,2.814292730121888,4.852060479889443,1.3728643982205233,Iris-versicolor
+75,6.82294784414691,3.331370112086262,5.534418279940533,1.926053297923116,Iris-virginica
+76,6.205343812916974,2.266699105526162,5.161650572044907,1.7054082528161971,Iris-virginica
+77,6.289254831102945,2.665060820042746,5.018515700815351,1.6334983634918243,Iris-versicolor
+78,5.099555074365988,3.57664268439144,1.3692713476645892,0.24332755101854314,Iris-setosa
+79,5.138846415492549,2.2771350121303557,3.4520494456172153,1.0258273460799,Iris-versicolor
+80,5.2198080800292175,2.726773435120731,3.6058901648000425,1.2003648970409064,Iris-versicolor
+81,6.689121608318011,3.1450994332292024,5.615721897884267,1.931005078578221,Iris-virginica
+82,6.771375491285114,2.9157107076408475,5.038410107723787,1.7713699744739784,Iris-virginica
+83,5.249766362255288,4.304269757761132,1.3349024655895139,0.220338514230262,Iris-setosa
+84,5.566225295156549,3.259961453902761,3.83054434175488,1.2200995237248402,Iris-versicolor
+85,6.954154759335795,3.01649169016408,4.991052827320686,1.6159509456834407,Iris-virginica
+86,4.750230538324065,3.0429351861481373,1.2718126980183757,0.20261168712965616,Iris-setosa
+87,5.007772213966044,3.5405274173560786,1.5882500452664352,0.40600340575872573,Iris-setosa
+88,5.573186716249924,3.575273545248483,5.773263378940737,2.8055294533356703,Iris-virginica
+89,5.7978093729909155,2.8374292854098107,4.554685154568954,1.512694662719086,Iris-versicolor
+90,4.073731984403572,2.617167134557984,1.0679608608905158,0.1880457997552739,Iris-setosa
+91,6.363961627208603,3.3412834982231083,5.329308460842596,1.9618850315614942,Iris-virginica
+92,7.314068363516541,3.0264788737033745,5.447008960406217,1.7777861458000879,Iris-virginica
+93,7.482481973614432,2.9846682120708796,6.217481169879278,1.8446350392988853,Iris-virginica
+94,5.454253925063274,2.7965020285637032,4.156415190898168,1.3883020560198296,Iris-versicolor
+95,6.504948898072831,3.279538739108166,5.713816697440514,1.932187455471719,Iris-virginica
+96,5.908172025110692,3.0062584607768215,4.86855961031416,1.5793642387865539,Iris-versicolor
+97,5.943270524225039,3.4418174925570955,5.000971643156935,1.6952660175814398,Iris-virginica
+98,7.104767244548765,3.1426782952229835,6.04281982438489,1.7433783794164255,Iris-virginica
+99,4.964447892106754,3.6737746371678037,1.4134608608049015,0.15806997390731503,Iris-setosa
+100,6.483026731415952,3.19614872102123,4.602381068801696,1.2948491621610734,Iris-versicolor
+101,5.726817019291226,1.6408612357156687,3.1487040925480247,0.808955335956418,Iris-versicolor
+102,6.158578687784406,3.0176277312498594,5.512366710049745,2.060136965056502,Iris-virginica
+103,5.021440548382699,3.415469827083201,1.3105608811498888,0.29235686655416276,Iris-setosa
+104,6.345719764852417,2.420598998091901,5.244845447428608,1.576759506823676,Iris-virginica
+105,4.724084639573746,3.0272875172122244,1.4098530686431632,0.17903715908444362,Iris-setosa
+106,6.203953170135003,2.960555882104019,5.453831507292881,1.7484791965710407,Iris-virginica
+107,4.657672205272204,2.908817397466876,1.3129813541842394,0.11856364056468396,Iris-setosa
+108,4.810481034903989,3.943852862708032,1.3500342388065472,0.19804283813698148,Iris-setosa
+109,6.262377176535261,2.8561592805869487,5.266759618186111,2.2524016330054426,Iris-virginica
+110,5.626779112300454,3.706149877043062,1.5893012593454423,0.4583389725629614,Iris-setosa
+111,6.9047385127567775,3.3309473708454087,4.699087698010405,1.561243099876876,Iris-versicolor
+112,5.698834136364503,2.634641863631659,4.593956975449422,1.3464182775353573,Iris-versicolor
+113,4.784206670493944,3.3845354923238213,1.6544118774230172,0.21086201196244048,Iris-setosa
+114,6.037390210426141,2.7462319969956424,3.8979975196115646,1.1361695384258224,Iris-versicolor
+115,6.023371702636336,3.2330581578838262,5.141857908332227,1.8286292337287524,Iris-virginica
+116,6.5726820670062915,2.7160784503992415,4.168323748673797,1.2842806761107832,Iris-versicolor
+117,5.203739035139565,3.8860645673280394,1.3866783010617647,0.410549237980814,Iris-setosa
+118,5.731212093157863,2.953180059894974,4.3452891395401805,1.5593426119590545,Iris-versicolor
+119,6.9786554683781015,2.880187268934982,5.6846191035838425,1.939967779802653,Iris-virginica
+120,4.793899910842187,3.199363055322087,1.5996414783447745,0.31185647130517,Iris-setosa
+121,4.8427360220221,3.0572037460916213,1.3327978810023569,0.2020080374104609,Iris-setosa
+122,5.819558735112151,3.171627096735367,4.400611920057818,1.7952673963485826,Iris-virginica
+123,5.84568963692215,3.299462296480903,5.311292093429223,2.4939111697342202,Iris-virginica
+124,5.005157795770831,3.3095526475720476,1.3366854341060246,0.24555767651129742,Iris-setosa
+125,5.5490839827333485,2.9586760162635177,3.957743915901566,1.3705340406745175,Iris-versicolor
+126,6.641763256772482,3.108743081451954,4.208004683554198,1.2902913832638225,Iris-versicolor
+127,6.79791952560897,2.7930085853476467,4.9886910921597964,1.5602621499266849,Iris-versicolor
+128,7.377752822384344,2.871027287571861,6.6292355379908035,1.8402827512346835,Iris-virginica
+129,4.880104378551545,3.112143373802138,1.479651104519315,0.37283188173906673,Iris-setosa
+130,6.652438342021301,3.0360598823107137,5.378795380162369,1.7100433350498845,Iris-virginica
+131,6.769620728029315,3.035549163496902,5.177859129797856,1.5745771107805517,Iris-versicolor
+132,6.030860286555172,3.089697241081371,4.589177919851363,1.9582763542499337,Iris-virginica
+133,5.456283703932841,3.8361653374625035,1.415061280278858,0.2734079352495002,Iris-setosa
+134,6.420548597580678,3.3525310210357415,4.553053315477117,1.4670104195650366,Iris-versicolor
+135,5.783593831147034,3.331079902213218,4.709399075497722,1.3849546515755005,Iris-versicolor
+136,6.631403059038931,3.0429639280066247,5.30468210714629,1.804154563920038,Iris-virginica
+137,6.722181643560425,2.835018770063273,4.274165513285395,1.2936226586118242,Iris-versicolor
+138,6.704437704443566,3.042677876978112,5.511360534505441,1.7738654045468265,Iris-virginica
+139,5.985556948567176,3.3830627412074037,5.357324869307815,2.3432150532774645,Iris-virginica
+140,5.507176653728621,2.822686243522494,3.9255916369139348,1.0628242181454972,Iris-versicolor
+141,5.753956328670689,3.800315760968842,1.4670205920725976,0.35269876159564384,Iris-setosa
+142,4.769769663086889,3.1970399406193466,1.6824203915758833,0.25635979671355535,Iris-setosa
+143,6.652476958263574,2.828233159767206,5.070041899764173,1.4372903479099155,Iris-versicolor
+144,6.032340032802217,2.8767842445293934,4.499078691552507,1.6657596203653076,Iris-versicolor
+145,6.860333606881022,2.7913055249077146,5.7903043185689755,2.031584917117946,Iris-virginica
+146,4.8460745620531815,3.6160327484613526,1.410565236553542,0.3052741858258093,Iris-setosa
+147,4.97755853753896,2.942532585196555,1.4268955989199799,0.2333431400278618,Iris-setosa
+148,6.198486914039636,3.2941615230763555,5.081384436767192,2.23341689356788,Iris-virginica
+149,4.67310400728034,3.0129340775841067,1.3941382325433196,0.12622362904532444,Iris-setosa

iris/tvae/df/3/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tvae/df/4/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.07482744943651,3.278497662830094,1.531659635009982,0.22009189390460565,Iris-setosa
+1,6.011587708695077,3.807072214586788,1.5188757858180744,0.3301349026754945,Iris-setosa
+2,4.420704290799337,3.0414842445581503,1.252049048911801,0.18592101138711684,Iris-setosa
+3,5.508635719565576,3.633304801120623,1.6775142130217653,0.20964573103538175,Iris-setosa
+4,5.421004602567358,3.0617285028494656,4.387052518644812,1.3613002372417635,Iris-versicolor
+5,4.56405090476714,3.0651181392484728,1.3241971702602546,0.313407942860494,Iris-setosa
+6,4.955061097395419,3.5305193754864694,1.5661505785859726,0.1968486872446833,Iris-setosa
+7,6.711953772174537,2.854989948810196,5.169604113952289,1.5934367379379408,Iris-versicolor
+8,6.572797513155794,3.0656699793818984,5.9829212358964385,2.2211210279274085,Iris-virginica
+9,5.288088782993145,2.8746600851927586,4.139156964443267,1.4408938541696703,Iris-versicolor
+10,6.297539632296888,2.8520782172288013,4.560248556650076,1.396907145087651,Iris-versicolor
+11,6.9313267408418575,3.1607767226435906,5.910765652675939,1.7630220543537984,Iris-virginica
+12,7.215496251748025,2.6295290744002338,5.864487512197304,1.8886049524019113,Iris-virginica
+13,6.269506427846575,2.933962604150834,4.432218986390229,1.6988468202965472,Iris-versicolor
+14,7.566161018343545,2.739920217043726,6.848254360118934,2.202035475158528,Iris-virginica
+15,4.886411118637728,3.078433665598855,1.4767216793017137,0.46641141060780794,Iris-setosa
+16,6.15066221222731,2.9940130070715756,5.414572296482978,2.1557028312659727,Iris-virginica
+17,6.540608015209102,2.6762212081828847,5.035247541844509,1.8952419836749277,Iris-virginica
+18,4.757900734734917,3.263873394117605,1.6234668262390175,0.2702832052929088,Iris-setosa
+19,6.001376350164783,2.3277973341972613,4.650998901383757,1.2277787688269242,Iris-versicolor
+20,5.43997662351553,2.562323176360522,4.089319121191851,1.173560839216685,Iris-versicolor
+21,5.85193858316924,2.7650328860850677,5.417591036608909,1.773538859053138,Iris-virginica
+22,7.639611101323066,4.152755617110156,6.79793908194913,2.368766165764434,Iris-virginica
+23,6.798700582958202,3.219785341712121,5.963254154757679,1.6708367341360775,Iris-virginica
+24,5.758287778077278,3.100461858904516,4.040713895109022,1.4451163426081841,Iris-versicolor
+25,6.403768947588203,2.946422627490354,5.0536258823291265,1.4663190761526363,Iris-versicolor
+26,5.257960605621423,3.6878076771399293,5.0631494889888495,2.165651806241039,Iris-virginica
+27,4.941497423274365,3.379611344311531,1.5062393717742109,0.4051781868109344,Iris-setosa
+28,6.120139144332646,2.6904405672427023,3.9021491424728234,1.213175365729231,Iris-versicolor
+29,6.746289696721578,2.902077546418129,5.997633813110514,2.291768652293455,Iris-virginica
+30,4.818991190377863,3.4038193760364996,1.5845889479377802,0.27100613423432474,Iris-setosa
+31,4.726016440599185,3.3451937031164305,1.4627320820049248,0.16645750219780892,Iris-setosa
+32,4.3307021030997515,3.031149001105337,1.3023526937312988,0.2240251929670637,Iris-setosa
+33,5.9982649646973,2.9771221030212063,5.774799937846954,2.2968087528255747,Iris-virginica
+34,6.232897438563647,2.9295196756498454,5.233961855311688,1.9584246347923973,Iris-virginica
+35,6.543772609927822,2.9744380699489454,5.265477606616437,1.9348632226907703,Iris-virginica
+36,7.040478854293415,2.9226902530100953,5.472494608617029,2.0069813658285023,Iris-virginica
+37,6.239147636998741,2.826191715700762,4.766351914278379,1.6279241832045312,Iris-virginica
+38,5.039634677013181,2.6467408098001473,4.054471759407705,1.1275335737644057,Iris-versicolor
+39,5.203569209345947,3.0891673284579686,1.843909727018896,0.39816083144589043,Iris-setosa
+40,6.00780394360414,2.764813670999503,4.5307074145785915,1.702529063191051,Iris-versicolor
+41,6.106671070480923,2.8432446035598726,4.200961906118741,1.2901205983881208,Iris-versicolor
+42,7.685117153211036,3.4530960179166508,6.798259420513788,2.0304902192317926,Iris-virginica
+43,7.715279194133349,2.4963459811427082,7.2407828162946775,1.8380663572020723,Iris-virginica
+44,6.9638568725798216,3.2513502671760417,6.027478712027731,2.429399536505581,Iris-virginica
+45,4.939822663617563,3.280883709807756,1.4313305541585346,0.2363264667167724,Iris-setosa
+46,5.614774155032588,2.9195142416764077,4.752024779011775,1.4635711222551457,Iris-versicolor
+47,6.207788852158908,2.874632270710818,5.07734755053279,1.5650453497570544,Iris-virginica
+48,7.198113252769538,2.8899681032514573,5.788800776051372,1.793536940051725,Iris-virginica
+49,7.255211622564379,2.494214129176274,6.06950614527862,1.676601997502411,Iris-virginica
+50,4.805476935848785,2.7108107537529245,1.2073014448195107,0.18865191306523477,Iris-setosa
+51,6.031684486074551,2.459108943611671,5.120194872761612,1.6362978912250363,Iris-versicolor
+52,5.803520852997571,3.0909294865751593,4.173809937475777,1.5449255862147768,Iris-versicolor
+53,4.509585658040519,3.612802789841872,1.4005897376571583,0.2248642694016372,Iris-setosa
+54,6.938259708749792,2.833796781974293,5.4831582803053545,1.583057576393582,Iris-virginica
+55,5.044624280369236,3.338252363272625,1.4267136215989724,0.24419371124661068,Iris-setosa
+56,5.798660828638571,2.7033432287063945,4.69794151737743,1.5798638290872014,Iris-virginica
+57,6.259118122413332,3.4837844407575607,4.681037652819317,1.4543847118308766,Iris-versicolor
+58,6.249504764906792,2.842250698956984,5.0823506693813885,1.5426692124424466,Iris-virginica
+59,4.484054188823282,3.2929918050345925,1.2609140513674417,0.22079257098145882,Iris-setosa
+60,6.544534566924807,3.2869690121597364,4.347022901506102,1.445735835894197,Iris-versicolor
+61,6.071948755891677,2.879161095096857,4.80894053944227,1.6290162424451513,Iris-versicolor
+62,6.1733216945506975,2.8172929802234887,4.979683117716195,1.7619757914610568,Iris-virginica
+63,4.591723341225779,2.9335967391927373,1.2651551454644425,0.2573030220970874,Iris-setosa
+64,5.959879152318494,2.7151590997929045,4.507101893986529,1.4256390209557568,Iris-versicolor
+65,4.988061626786664,3.472881904866124,1.6182286353855624,0.22670479261261706,Iris-setosa
+66,6.006456513926989,2.992764982211632,4.075918112973238,1.5161328436272203,Iris-versicolor
+67,4.803521787853678,3.1990297753688126,1.3340772757758557,0.2824851599554669,Iris-setosa
+68,5.603925987802852,4.450188331940317,1.5075129527232745,0.4959964560300997,Iris-setosa
+69,7.234870093877881,2.7692041992377803,6.116531546702955,1.7114722479625388,Iris-virginica
+70,7.32313515684088,2.9662130246931206,5.615828015441455,1.8095843619399317,Iris-virginica
+71,7.239505230625181,2.9916600873854726,5.344239038011441,1.586052112188399,Iris-virginica
+72,5.046634116599366,3.0493668583566853,1.3367355246459893,0.2078169668147934,Iris-setosa
+73,5.840855899362828,2.8336339971046947,4.816957164874469,1.691631608593632,Iris-virginica
+74,6.236554358728867,2.8807892984925063,4.546871715497398,1.6205889829165787,Iris-versicolor
+75,5.093535925260656,3.609458441434291,1.613837165862472,0.323607752246231,Iris-setosa
+76,4.6473128465898625,3.476165670298333,1.4076730452017856,0.17742666210311753,Iris-setosa
+77,5.078663760611488,3.5196622988358013,1.5836623816400492,0.17214918718810113,Iris-setosa
+78,6.368160650718995,3.2529896083459326,5.653339792098504,2.27439645954795,Iris-virginica
+79,6.443964682351173,3.10188276424231,4.198008566116961,1.221525195174146,Iris-versicolor
+80,4.537835353408672,2.909478892650179,1.067923774240442,0.22838939844493608,Iris-setosa
+81,6.822364381338417,3.172962773215301,6.047370722346024,1.749962361964893,Iris-virginica
+82,4.358344318312196,3.6023133230772433,1.371399358694142,0.2149977759909921,Iris-setosa
+83,5.807992436629382,2.9419103926626153,3.3881583499985157,1.2482491723912568,Iris-versicolor
+84,4.669783912443318,2.817788763875742,4.247688803633356,1.4160595605343693,Iris-versicolor
+85,4.760466771910218,3.179066413669993,1.4956284015813663,0.2843915135542442,Iris-setosa
+86,5.1818721162823564,2.5510805004730974,4.049206230094223,1.2612205130999465,Iris-versicolor
+87,6.572803016326497,2.8534446959305146,5.103560586870559,1.7499686239137207,Iris-virginica
+88,5.126146641125142,3.070522559665463,1.2930868051334687,0.17704865112735607,Iris-setosa
+89,4.805520631288013,2.428877748731293,2.9793924727123526,0.8609561549432887,Iris-versicolor
+90,5.232488015350196,4.282348626156027,1.3957808571640384,0.23491754598744302,Iris-setosa
+91,5.201146824461683,3.2576946848208923,1.2045355051505546,0.2320679040293401,Iris-setosa
+92,6.367397432195403,2.7711948805773323,5.235258327540342,1.653690724658841,Iris-virginica
+93,5.2466861340351505,2.8215691305836015,4.050805798886385,1.2565154303056534,Iris-versicolor
+94,6.12762264446243,3.310516109483051,5.117513595338421,2.1582866677001946,Iris-virginica
+95,4.810075356886408,2.880387228662607,1.4903185179355098,0.21892869370248716,Iris-setosa
+96,6.4669322289119995,2.833342706888852,4.177767769961483,1.3249050168014826,Iris-versicolor
+97,7.226942114860794,2.8165167509985576,6.211343039260815,1.7085025550526367,Iris-virginica
+98,4.580622415076837,3.0772552077359188,1.4699432662028764,0.21579229777110243,Iris-setosa
+99,5.06416834504463,3.219164781706516,1.5839260652085219,0.5012691918806647,Iris-virginica
+100,5.99429356447534,2.571979431268596,3.8273926992491205,1.092737520182156,Iris-versicolor
+101,4.733565951190758,3.298453285901765,1.3881945055177118,0.2055033906100695,Iris-setosa
+102,6.775876313307458,3.0919197687746163,5.7928293313103545,2.171354889332017,Iris-virginica
+103,6.121669484389381,2.983198932141694,4.805017651373535,1.490945807094905,Iris-versicolor
+104,7.9080519475734,2.44051094528857,5.954880998259655,1.8742502977076798,Iris-virginica
+105,5.530052660631986,4.382709698304766,1.410384359298363,0.24309541332310408,Iris-setosa
+106,6.022260012522009,2.601258583839666,5.181849720725646,1.7845425089813984,Iris-versicolor
+107,5.978012081519859,2.919807408313074,4.466276875042597,1.5014589117188448,Iris-versicolor
+108,6.439114036096705,3.127990709665863,5.2425275740857,1.5267387667564227,Iris-virginica
+109,6.617423643533619,2.9291056829878017,4.378172792959524,1.564118046676434,Iris-versicolor
+110,6.469024115300389,2.755965964319502,4.980431612142369,1.79554774188211,Iris-virginica
+111,7.349828149109828,2.869680798109314,5.392316288484039,1.7994525287594243,Iris-virginica
+112,5.789849457337987,2.9150723423478007,4.666000009661725,1.2549032176719712,Iris-versicolor
+113,5.972413765164766,2.9493655339690106,4.982567472710602,1.6764244042606617,Iris-virginica
+114,4.817649524060702,3.2626790554841185,1.5844601839672003,0.38840484667367425,Iris-setosa
+115,5.128464324141548,3.537944767739132,1.4993962953177769,0.24847982985067696,Iris-setosa
+116,5.983569142398105,2.9751517661261744,4.424440606683365,1.5668513513966413,Iris-versicolor
+117,6.9286746734555775,3.0541707794082735,4.848828913470607,1.6043389019134744,Iris-versicolor
+118,6.293603866025083,2.9392974864157737,4.528585630037214,1.4718676091913694,Iris-versicolor
+119,6.958941246458597,3.018821344428333,5.664663550101978,1.7688818543398608,Iris-virginica
+120,6.320495023587416,3.01271782532938,5.042139586707233,1.795255307774398,Iris-virginica
+121,6.027825966662629,3.3092840110929984,1.676836197241941,0.4729369442938649,Iris-setosa
+122,4.730356274226241,2.976552764472804,1.3948969101051312,0.18957577936773617,Iris-setosa
+123,4.635392542244224,3.0491602000492453,1.0916528520462823,0.22254123509123208,Iris-setosa
+124,6.509650740942401,2.9927924285324923,4.287446477276033,1.5663703650143659,Iris-versicolor
+125,5.409816455081664,2.5148855777528487,4.181305675341511,1.215852642627326,Iris-versicolor
+126,5.976712669000042,3.125687072603078,4.624710902890824,1.3861386849661437,Iris-versicolor
+127,7.632444314661871,3.0993823737062796,5.948339204356542,2.2110973571026165,Iris-virginica
+128,6.096617228974021,2.9451647425925693,4.760782747330332,1.8193488673071943,Iris-virginica
+129,5.278173478967683,2.7363754246195207,3.794587949403563,1.156637651449065,Iris-versicolor
+130,4.760769406379012,3.2188389939711097,1.4931595488040976,0.13351088883049916,Iris-setosa
+131,6.221433147210165,2.953306309928937,4.891256139874523,1.8681913667856274,Iris-virginica
+132,5.202287461905427,3.6245644299600404,1.3899129537757158,0.25885178416119886,Iris-setosa
+133,4.92100774368499,4.2459118422417275,1.3668612659324493,0.31693432599812893,Iris-setosa
+134,5.761823043093771,2.63207584543698,4.273176760729618,1.4033894605345245,Iris-versicolor
+135,5.783024686897041,2.280944269395108,3.8805129679245107,1.0027065547383307,Iris-versicolor
+136,4.3912257226718525,2.8465975636345258,1.025089833854219,0.22057754631454105,Iris-setosa
+137,4.298071073138787,3.4927099697006505,1.4263549949708896,0.23103137896271012,Iris-setosa
+138,5.047935775318961,2.4988580750163383,4.14683226822739,1.3960837881362234,Iris-versicolor
+139,5.879322182722095,3.377795297260249,4.464772674712176,1.2788731733828447,Iris-versicolor
+140,6.210012050344942,2.9973413218033857,4.62335380124239,1.3841934373253704,Iris-versicolor
+141,4.758796221050172,3.421422932930855,1.5016561433779185,0.38425036836174564,Iris-setosa
+142,5.724111264766606,3.439056378216578,4.168457967897279,1.2847428831715197,Iris-versicolor
+143,5.432474941149663,2.6837727560971962,4.316598426888357,1.2758325704503704,Iris-versicolor
+144,6.317084440029308,3.1521909302713875,4.1941177154388605,1.4960222210014977,Iris-versicolor
+145,5.237164920417128,3.365273254061789,1.5790871394979198,0.24141814521201252,Iris-setosa
+146,6.672759331221861,3.036134225032392,4.736157550687052,1.507445352740359,Iris-versicolor
+147,6.266558920027711,2.901461159723039,5.26415543517775,1.4193111301514354,Iris-versicolor
+148,6.560131779013204,3.0539130594488384,5.222262113145682,1.9827325521737593,Iris-virginica
+149,7.220954276194435,3.0128619002415764,5.2022880663773385,1.5028603669851601,Iris-versicolor