Adriane Boyd
Add nl_udv25_dutchlassysmall_trf-0.0.1
ae5d31b
metadata
tags:
  - spacy
  - token-classification
language:
  - nl
license: cc-by-sa-4.0
model-index:
  - name: nl_udv25_dutchlassysmall_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9592982456
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9636842105
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9772747214
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9670628481
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9022862512
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8620941643
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9183673469

UD v2.5 benchmarking pipeline for UD_Dutch-LassySmall

Feature Description
Name nl_udv25_dutchlassysmall_trf
Version 0.0.1
spaCy >=3.2.1,<3.3.0
Default Pipeline experimental_char_ner_tokenizer, transformer, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Components experimental_char_ner_tokenizer, transformer, senter, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Universal Dependencies v2.5 (Zeman, Daniel; et al.)
License CC BY-SA 4.0
Author Explosion

Label Scheme

View label scheme (1070 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger ADJ|nom|basis|met-e|mv-n, ADJ|nom|basis|met-e|zonder-n|bijz, ADJ|nom|basis|met-e|zonder-n|stan, ADJ|nom|basis|zonder|mv-n, ADJ|nom|basis|zonder|zonder-n, ADJ|nom|comp|met-e|mv-n, ADJ|nom|sup|met-e|mv-n, ADJ|nom|sup|met-e|zonder-n|stan, ADJ|nom|sup|zonder|zonder-n, ADJ|postnom|basis|zonder, ADJ|prenom|basis|met-e|bijz, ADJ|prenom|basis|met-e|stan, ADJ|prenom|basis|zonder, ADJ|prenom|comp|met-e|stan, ADJ|prenom|comp|zonder, ADJ|prenom|sup|met-e|stan, ADJ|vrij|basis|zonder, ADJ|vrij|comp|zonder, ADJ|vrij|sup|zonder, BW, LET, LID|bep|gen|evmo, LID|bep|gen|rest3, LID|bep|stan|evon, LID|bep|stan|rest, LID|onbep|stan|agr, N|eigen|ev|basis|gen, N|eigen|ev|basis|genus|stan, N|eigen|ev|basis|onz|stan, N|eigen|ev|basis|zijd|stan, N|eigen|ev|dim|onz|stan, N|eigen|mv|basis, N|soort|ev|basis|dat, N|soort|ev|basis|gen, N|soort|ev|basis|genus|stan, N|soort|ev|basis|onz|stan, N|soort|ev|basis|zijd|stan, N|soort|ev|dim|onz|stan, N|soort|mv|basis, N|soort|mv|dim, SPEC|afgebr, SPEC|afk, SPEC|deeleigen, SPEC|enof, SPEC|symb, SPEC|vreemd, TSW, TW|hoofd|nom|mv-n|basis, TW|hoofd|nom|zonder-n|basis, TW|hoofd|nom|zonder-n|dim, TW|hoofd|prenom|stan, TW|hoofd|vrij, TW|rang|nom|zonder-n, TW|rang|prenom|stan, VG|neven, VG|onder, VNW|aanw|adv-pron|obl|vol|3o|getal, VNW|aanw|adv-pron|stan|red|3|getal, VNW|aanw|det|stan|nom|met-e|mv-n, VNW|aanw|det|stan|nom|met-e|zonder-n, VNW|aanw|det|stan|prenom|met-e|rest, VNW|aanw|det|stan|prenom|zonder|agr, VNW|aanw|det|stan|prenom|zonder|evon, VNW|aanw|det|stan|prenom|zonder|rest, VNW|aanw|pron|gen|vol|3m|ev, VNW|aanw|pron|stan|vol|3o|ev, VNW|aanw|pron|stan|vol|3|getal, VNW|betr|det|stan|nom|zonder|zonder-n, VNW|betr|pron|stan|vol|3|ev, VNW|betr|pron|stan|vol|persoon|getal, VNW|bez|det|stan|red|3|ev|prenom|zonder|agr, VNW|bez|det|stan|vol|1|ev|prenom|zonder|agr, VNW|bez|det|stan|vol|1|mv|prenom|met-e|rest, VNW|bez|det|stan|vol|1|mv|prenom|zonder|evon, VNW|bez|det|stan|vol|2|getal|prenom|zonder|agr, VNW|bez|det|stan|vol|3m|ev|prenom|met-e|rest, VNW|bez|det|stan|vol|3p|mv|prenom|met-e|rest, VNW|bez|det|stan|vol|3v|ev|prenom|met-e|rest, VNW|bez|det|stan|vol|3|ev|prenom|zonder|agr, VNW|bez|det|stan|vol|3|mv|prenom|zonder|agr, VNW|onbep|adv-pron|obl|vol|3o|getal, VNW|onbep|det|stan|nom|met-e|mv-n, VNW|onbep|det|stan|nom|met-e|zonder-n, VNW|onbep|det|stan|prenom|met-e|agr, VNW|onbep|det|stan|prenom|met-e|evz, VNW|onbep|det|stan|prenom|met-e|mv, VNW|onbep|det|stan|prenom|met-e|rest, VNW|onbep|det|stan|prenom|zonder|agr, VNW|onbep|det|stan|prenom|zonder|evon, VNW|onbep|det|stan|vrij|zonder, VNW|onbep|grad|gen|nom|met-e|mv-n|basis, VNW|onbep|grad|stan|nom|met-e|mv-n|basis, VNW|onbep|grad|stan|nom|met-e|zonder-n|basis, VNW|onbep|grad|stan|nom|met-e|zonder-n|sup, VNW|onbep|grad|stan|prenom|met-e|agr|basis, VNW|onbep|grad|stan|prenom|met-e|agr|sup, VNW|onbep|grad|stan|prenom|met-e|mv|basis, VNW|onbep|grad|stan|prenom|zonder|agr|basis, VNW|onbep|grad|stan|prenom|zonder|agr|comp, VNW|onbep|grad|stan|vrij|zonder|basis, VNW|onbep|grad|stan|vrij|zonder|comp, VNW|onbep|grad|stan|vrij|zonder|sup, VNW|onbep|pron|stan|vol|3o|ev, VNW|onbep|pron|stan|vol|3p|ev, VNW|pers|pron|nomin|nadr|3v|ev|fem, VNW|pers|pron|nomin|red|1|mv, VNW|pers|pron|nomin|red|2v|ev, VNW|pers|pron|nomin|red|3p|ev|masc, VNW|pers|pron|nomin|vol|1|ev, VNW|pers|pron|nomin|vol|1|mv, VNW|pers|pron|nomin|vol|2b|getal, VNW|pers|pron|nomin|vol|3p|mv, VNW|pers|pron|nomin|vol|3v|ev|fem, VNW|pers|pron|nomin|vol|3|ev|masc, VNW|pers|pron|obl|nadr|3m|ev|masc, VNW|pers|pron|obl|vol|3p|mv, VNW|pers|pron|obl|vol|3|ev|masc, VNW|pers|pron|obl|vol|3|getal|fem, VNW|pers|pron|stan|red|3|ev|fem, VNW|pers|pron|stan|red|3|ev|onz, VNW|pers|pron|stan|red|3|mv, VNW|pr|pron|obl|red|1|ev, VNW|pr|pron|obl|red|2v|getal, VNW|pr|pron|obl|vol|1|ev, VNW|pr|pron|obl|vol|1|mv, VNW|recip|pron|obl|vol|persoon|mv, VNW|refl|pron|obl|nadr|3|getal, VNW|refl|pron|obl|red|3|getal, VNW|vb|adv-pron|obl|vol|3o|getal, VNW|vb|pron|stan|vol|3o|ev, VNW|vb|pron|stan|vol|3p|getal, VZ|fin, VZ|init, VZ|versm, WW|inf|nom|zonder|zonder-n, WW|inf|vrij|zonder, WW|od|nom|met-e|mv-n, WW|od|nom|met-e|zonder-n, WW|od|prenom|met-e, WW|od|prenom|zonder, WW|od|vrij|zonder, WW|pv|conj|ev, WW|pv|tgw|ev, WW|pv|tgw|met-t, WW|pv|tgw|mv, WW|pv|verl|ev, WW|pv|verl|mv, WW|vd|nom|met-e|mv-n, WW|vd|nom|met-e|zonder-n, WW|vd|prenom|met-e, WW|vd|prenom|zonder, WW|vd|vrij|zonder
morphologizer Definite=Def|POS=DET, Degree=Pos|POS=ADJ, POS=CCONJ, Gender=Neut|Number=Sing|POS=NOUN, POS=PUNCT, POS=DET, Degree=Sup|POS=ADJ, Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin, Gender=Com|Number=Sing|POS=PROPN, POS=SYM, POS=NUM, POS=ADP, Definite=Ind|POS=DET, Gender=Com|Number=Sing|POS=NOUN, Degree=Cmp|POS=ADJ, Gender=Neut|Number=Sing|POS=PROPN, POS=ADV, Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin, POS=PROPN, Number=Plur|POS=NOUN, POS=VERB|VerbForm=Inf, POS=PRON|PronType=Rel, Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin, POS=PRON|PronType=Ind, POS=VERB|VerbForm=Part, POS=ADJ, POS=X, Gender=Com,Neut|Number=Sing|POS=PROPN, Foreign=Yes|POS=X, POS=PRON|Person=3|PronType=Prs, POS=PRON|Person=3|Poss=Yes|PronType=Prs, Number=Plur|POS=PROPN, Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin, Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin, Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, POS=PRON|Person=3|PronType=Rel, POS=AUX|VerbForm=Inf, POS=SCONJ, Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin, Abbr=Yes|POS=X, Case=Nom|POS=PRON|Person=3|PronType=Prs, POS=PRON|Person=3|PronType=Dem, Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, POS=PRON|PronType=Dem, POS=PRON|Person=3|PronType=Int, Gender=Com,Neut|Number=Sing|POS=NOUN, POS=PRON|Person=3|PronType=Ind, Case=Nom|POS=PRON|Person=2|PronType=Prs, Number=Sing|POS=NOUN, Case=Acc|POS=PRON|PronType=Rcp, POS=AUX|VerbForm=Part, Number=Sing|POS=PROPN, Case=Nom|POS=PRON|Person=1|PronType=Prs, Case=Acc|POS=PRON|Person=2|PronType=Prs, Case=Acc|POS=PRON|Person=3|PronType=Prs, POS=INTJ, POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Acc|POS=PRON|Person=1|PronType=Prs, POS=PRON|Person=2|Poss=Yes|PronType=Prs
parser ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound:prt, conj, cop, csubj, dep, det, expl, expl:pv, fixed, flat, iobj, mark, nmod, nmod:poss, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, orphan, parataxis, punct, xcomp
experimental_edit_tree_lemmatizer 1, 3, 4, 6, 8, 10, 13, 15, 17, 19, 21, 22, 25, 27, 29, 30, 32, 36, 37, 39, 41, 42, 45, 47, 49, 51, 53, 55, 58, 59, 61, 63, 65, 66, 70, 72, 74, 76, 78, 79, 80, 82, 84, 86, 89, 92, 94, 96, 97, 99, 101, 104, 107, 109, 110, 112, 114, 116, 117, 118, 119, 120, 121, 124, 126, 127, 130, 133, 134, 135, 137, 139, 142, 143, 145, 148, 152, 154, 156, 159, 160, 163, 165, 167, 168, 172, 175, 176, 178, 182, 184, 187, 189, 190, 192, 194, 195, 197, 199, 200, 203, 205, 207, 208, 209, 212, 214, 215, 217, 219, 220, 221, 224, 227, 228, 230, 232, 233, 237, 238, 240, 241, 242, 244, 245, 248, 249, 250, 251, 252, 255, 258, 259, 260, 262, 266, 268, 270, 272, 275, 278, 280, 281, 282, 283, 285, 287, 290, 291, 293, 297, 299, 300, 301, 302, 306, 307, 309, 310, 311, 313, 314, 316, 318, 319, 320, 324, 329, 332, 333, 335, 337, 339, 343, 346, 347, 348, 352, 353, 357, 358, 359, 360, 362, 363, 366, 369, 372, 374, 377, 378, 379, 381, 382, 386, 387, 391, 395, 397, 399, 400, 401, 403, 406, 407, 408, 409, 410, 411, 412, 414, 415, 417, 419, 421, 423, 426, 427, 428, 431, 433, 435, 437, 439, 441, 444, 446, 448, 451, 453, 455, 457, 458, 460, 462, 463, 465, 467, 469, 470, 472, 474, 475, 478, 482, 483, 485, 489, 491, 492, 493, 495, 499, 500, 502, 506, 508, 511, 514, 518, 520, 522, 525, 527, 528, 532, 534, 535, 538, 540, 541, 544, 546, 547, 548, 551, 552, 556, 558, 559, 560, 563, 565, 567, 569, 570, 573, 577, 579, 581, 584, 587, 589, 591, 595, 597, 599, 600, 601, 602, 606, 608, 610, 612, 614, 615, 616, 618, 619, 620, 621, 622, 626, 628, 629, 631, 632, 634, 635, 636, 637, 639, 641, 644, 649, 653, 654, 656, 657, 658, 661, 663, 664, 665, 666, 667, 668, 669, 670, 674, 676, 678, 679, 682, 685, 687, 689, 692, 694, 696, 699, 702, 703, 704, 705, 706, 708, 709, 711, 712, 714, 715, 717, 718, 719, 722, 725, 729, 730, 733, 736, 738, 739, 743, 745, 746, 749, 750, 328, 752, 754, 755, 757, 760, 761, 762, 764, 767, 769, 770, 773, 777, 778, 781, 783, 784, 785, 786, 789, 790, 793, 794, 795, 798, 800, 162, 803, 806, 809, 812, 813, 815, 817, 818, 819, 821, 823, 824, 825, 827, 830, 832, 834, 836, 838, 648, 839, 841, 843, 844, 846, 848, 849, 851, 852, 853, 854, 855, 857, 859, 860, 861, 863, 865, 867, 869, 872, 873, 875, 877, 879, 881, 883, 885, 886, 887, 888, 890, 893, 894, 896, 899, 901, 902, 904, 906, 908, 911, 913, 915, 918, 919, 920, 921, 926, 928, 930, 931, 932, 933, 934, 396, 935, 936, 938, 939, 940, 942, 945, 946, 947, 948, 950, 951, 954, 956, 957, 960, 962, 964, 967, 969, 970, 971, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 988, 990, 991, 995, 997, 998, 840, 999, 1000, 1002, 1003, 1004, 1006, 1008, 1009, 1013, 1017, 862, 1019, 1020, 1021, 1024, 1025, 1027, 1028, 1029, 1031, 1033, 1036, 1039, 1040, 1041, 1043, 1044, 1047, 1048, 1052, 1055, 1056, 1057, 1061, 1062, 1063, 1066, 1069, 507, 1071, 1072, 1074, 1075, 1076, 1078, 1079, 1080, 1081, 1082, 1085, 1086, 1087, 1089, 1090, 1091, 1093, 1094, 1097, 1100, 1102, 1103, 1104, 1106, 1107, 1108, 1109, 1111, 1113, 1115, 1116, 1119, 1121, 1122, 1123, 1125, 1126, 1127, 1128, 1129, 1131, 1132, 1135, 1138, 1140, 1141, 1143, 1144, 1145, 1147, 1150, 1151, 1152, 1154, 1155, 1158, 1159, 1160, 1161, 1162, 1164, 1166, 1167, 1169, 1170, 1172, 1175, 1177, 510, 1178, 1181, 1182, 1183, 1185, 1187, 1189, 1190, 1191, 1192, 1194, 1197, 1201, 1202, 1203, 1206, 1208, 1209, 1210, 1213, 1217, 1218, 1220, 1221, 1223, 1225, 1227, 1229, 1231, 1233, 1236, 1238, 1240, 1241, 1244, 1245, 1247, 1249, 1250, 1252, 1253, 1254, 1255, 1257, 1259, 1261, 1262, 1264, 1266, 1268, 1271, 1273, 1274, 1276, 1278, 1279, 48, 1280, 1281, 1283, 1248, 1284, 1286, 1287, 1289, 1290, 1292, 884, 1293, 1295, 1296, 1298, 1299, 1300, 1302, 1303, 1304, 1305, 1306, 1307, 1309, 1311, 1313, 1316, 1317, 1318, 1319, 1321, 206, 1322, 1323, 1328, 1330, 1331, 1332, 1334, 1336, 1338, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1350, 1352, 1354, 1356, 1357, 1358, 1359, 1360, 1361, 864, 1363, 1364, 1366, 1367, 1368, 1370, 1371, 1372, 1374, 1376, 1377, 1378, 1379, 1381, 1382, 1383, 1384, 1386, 1387, 1389, 1390, 1391, 1393, 1396, 1397, 1398, 1399, 1403, 1404, 1406, 1407, 1410, 1412, 1415, 1416, 1419, 1421, 1422, 1423, 1424, 1425, 1427, 1429, 1432, 1433, 1437, 1440, 1442, 1447, 1450, 1452, 1454, 1457, 1458, 1459, 1460, 1462, 1463, 1464, 1466, 1468, 1469, 1471, 1473, 1475, 1476, 1478, 1479, 1480, 1481, 1482, 1483, 1484

Accuracy

Type Score
TOKEN_F 99.91
TOKEN_P 99.88
TOKEN_R 99.94
TOKEN_ACC 100.00
SENTS_F 91.84
SENTS_P 90.52
SENTS_R 93.20
TAG_ACC 95.93
POS_ACC 96.37
MORPH_ACC 97.73
DEP_UAS 90.23
DEP_LAS 86.21
LEMMA_ACC 96.71