Sync Results

.evaluation/Model_Training/model_performance.csv

@@ -1,17 +1,17 @@
 ,,RMSE,MAPE,MAE,R2,CV_RMSE_Mean,CV_RMSE_Std
-GOOGL,RandomForest,51.119090564674906,0.3365199037518769,44.40498825024924,-2.9976463810749543,6.301102194115636,4.481008979108244
-GOOGL,GradientBoosting,51.84663096304322,0.34333421260106817,45.21144096223106,-3.112247251988321,6.386464200604947,4.5397920271607175
-GOOGL,LinearRegression,2.332455732078738,0.01501963379344584,1.7785663025298513,0.9916772862592663,0.49846521673892585,0.290722607960915
-GOOGL,VotingRegressor,34.4093925313557,0.22721985977007292,29.945723060019017,-0.8113073464849581,4.263603088035388,3.002619301719201
-AMZN,RandomForest,50.023344063836284,0.258874754946332,40.89886326456304,-1.5525128440643283,10.089049283719895,13.987081698088836
-AMZN,GradientBoosting,50.01664156485566,0.25875053599511233,40.883579815832995,-1.551828880650338,10.078848375400757,14.011566071357041
-AMZN,LinearRegression,2.933328224416339,0.016330833393789462,2.2006001909417594,0.9912230461217149,0.41563042968006914,0.436191674571834
-AMZN,VotingRegressor,33.39303737634646,0.17343885976386592,27.352302445981028,-0.1374553068959541,6.737188704979635,9.33494802297464
-MSFT,RandomForest,158.99360364851177,0.4580966096845555,137.4578505582524,-2.9524688700228636,9.513209799758851,16.2477495882393
-MSFT,GradientBoosting,158.5083680213005,0.45604417264027747,136.9279616200522,-2.9283804531075805,9.55694968181977,16.320946078641782
-MSFT,LinearRegression,4.411297091237996,0.01276814432138393,3.323716450283564,0.9969574216728722,0.5868181552087443,0.3291236009355281
-MSFT,VotingRegressor,105.8612204172584,0.30486614802857587,91.48875295969533,-0.752197051309287,6.439989947720418,10.861892320586987
-AAPL,RandomForest,95.95218065606603,0.5660742109792898,86.71288069093856,-4.44160053462182,5.243028533993796,4.31433563571507
-AAPL,GradientBoosting,95.97171878723292,0.566353090565866,86.74135186341331,-4.443816837133684,5.325209400463413,4.359110154301847
-AAPL,LinearRegression,2.555873658030421,0.013878194259761254,1.902867505276502,0.9961390362612819,0.2700189483034995,0.20586540594687544
-AAPL,VotingRegressor,64.05506481670596,0.3779790829098016,57.887775698840166,-1.4250679327858786,3.5328214823733775,2.895915564673393
+GOOGL,RandomForest,51.62814748715518,0.34108205518305,44.954180618145564,-3.0776619765268682,6.535986832802429,4.642286490107683
+GOOGL,GradientBoosting,52.109274650749605,0.3455554013623536,45.48430508939333,-3.1540162705742114,6.6360865581210104,4.741203702821247
+GOOGL,LinearRegression,2.2169280504358624,0.014328845937372547,1.701529834489909,0.9924813246223421,0.47293837697213936,0.2854122674400126
+GOOGL,VotingRegressor,34.65058225991485,0.22934770724180004,30.203988121424022,-0.836788750961682,4.4203825093328355,3.124758885606557
+AMZN,RandomForest,50.922609935306866,0.26482875839077086,41.78196601214572,-1.6477631560356762,10.187044204934132,14.103161520088973
+AMZN,GradientBoosting,50.33751897458186,0.2608466546923101,41.20097502120835,-1.587268126895117,10.191606915927306,14.08455981764739
+AMZN,LinearRegression,2.7936732483751388,0.015333960903150857,2.072174488544322,0.9920309042688733,0.4009398343741989,0.42464149068072726
+AMZN,VotingRegressor,33.79132757689236,0.17590083082086627,27.729251658985852,-0.16591887907922742,6.805791647994388,9.397025086105634
+MSFT,RandomForest,159.2713278550334,0.45934088032781195,137.79960442914987,-2.9723446884869613,9.880539918804413,16.721642656089585
+MSFT,GradientBoosting,159.89854374307023,0.46213621313119346,138.50765396402784,-3.0036927481230595,9.835957745658066,16.809218829792094
+MSFT,LinearRegression,4.276744715637281,0.012314975412245587,3.2091323016885993,0.9971358327184626,0.5551139855384274,0.3156966240140815
+MSFT,VotingRegressor,106.40669065331652,0.30727579844029784,92.11897924280953,-0.7730035179964367,6.650484652013392,11.182534847265307
+AAPL,RandomForest,96.51661082680386,0.5708877268262857,87.34789070445348,-4.522178132951084,5.269817259055881,4.337238242868576
+AAPL,GradientBoosting,96.52718836258913,0.5711036864367867,87.36767279106309,-4.523388582365567,5.338041994283688,4.3613760964191455
+AAPL,LinearRegression,2.4490663527728973,0.013306449034306589,1.8132484633268995,0.9964444451014088,0.25926450581558275,0.20061791069158857
+AAPL,VotingRegressor,64.41805142530464,0.38110990189582494,58.299149672490564,-1.459922658447229,3.5447982310938024,2.9043357936196235