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da_udv25_danishddt_trf

Token Classification
spaCy
Danish
Eval Results
Model card Files Community
da_udv25_danishddt_trf / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - da
license: cc-by-sa-4.0
model-index:
  - name: da_udv25_danishddt_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9848998161
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.98480302
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9819959346
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9755129694
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.8966826762
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8728917681
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9688888889

UD v2.5 benchmarking pipeline for UD_Danish-DDT

Feature Description
Name da_udv25_danishddt_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 (1316 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger ADJ, ADP, ADV, AUX, CCONJ, DET, INTJ, NOUN, NUM, PART, PRON, PROPN, PUNCT, SCONJ, SYM, VERB, X
morphologizer AdpType=Prep|POS=ADP, Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act, POS=PROPN, Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, POS=SCONJ, Definite=Def|Gender=Com|Number=Sing|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act, POS=ADV, Number=Plur|POS=DET|PronType=Dem, Degree=Pos|Number=Plur|POS=ADJ, Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, POS=PUNCT, POS=CCONJ, Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ, Degree=Cmp|POS=ADJ, POS=PRON|PartType=Inf, Gender=Com|Number=Sing|POS=DET|PronType=Ind, Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Definite=Def|Degree=Pos|Number=Sing|POS=ADJ, Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Degree=Pos|POS=ADV, Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, POS=PRON|PronType=Dem, NumType=Card|POS=NUM, Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs, NumType=Ord|POS=ADJ, Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, POS=VERB|VerbForm=Inf|Voice=Act, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass, POS=ADP|PartType=Inf, Degree=Pos|POS=ADJ, Definite=Def|Gender=Com|Number=Plur|POS=NOUN, Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN, POS=AUX|VerbForm=Inf|Voice=Act, Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Gender=Com|Number=Sing|POS=DET|PronType=Dem, Number=Plur|POS=DET|PronType=Ind, Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, POS=PART|PartType=Inf, Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Com|POS=PRON|PronType=Ind, Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Mood=Imp|POS=VERB, Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part, POS=X, Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN, POS=VERB|Tense=Pres|VerbForm=Part, Number=Plur|POS=PRON|PronType=Int,Rel, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, Degree=Cmp|POS=ADV, POS=ADV|PartType=Inf, Degree=Sup|POS=ADV, Number=Plur|POS=PRON|PronType=Dem, Number=Plur|POS=PRON|PronType=Ind, Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|POS=PROPN, POS=ADP, Degree=Cmp|Number=Plur|POS=ADJ, Definite=Def|Degree=Sup|POS=ADJ, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Degree=Pos|Number=Sing|POS=ADJ, Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form, Number=Plur|POS=PRON|PronType=Rcp, Case=Gen|Degree=Cmp|POS=ADJ, Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=INTJ, Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form, Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs, Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Number=Sing|POS=PRON|PronType=Int,Rel, Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form, Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel, Definite=Def|Degree=Sup|Number=Plur|POS=ADJ, Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Definite=Ind|Number=Sing|POS=NOUN, Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, POS=SYM, Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs, Degree=Sup|POS=ADJ, Number=Plur|POS=DET|PronType=Ind|Style=Arch, Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Dem, Foreign=Yes|POS=X, POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs, Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|POS=PRON|PronType=Int,Rel, Gender=Com|Number=Sing|POS=PRON|PronType=Dem, Abbr=Yes|POS=X, Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, Definite=Def|Degree=Abs|POS=ADJ, Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ, Definite=Ind|POS=NOUN, Gender=Com|Number=Plur|POS=NOUN, Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Gender=Com|POS=PRON|PronType=Int,Rel, Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs, Degree=Abs|POS=ADV, POS=VERB|VerbForm=Ger, POS=VERB|Tense=Past|VerbForm=Part, Definite=Def|Degree=Sup|Number=Sing|POS=ADJ, Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form, Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs, Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel, POS=VERB|Tense=Pres, Case=Gen|Number=Plur|POS=DET|PronType=Ind, Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, POS=PRON|Person=2|Polite=Form|Poss=Yes|PronType=Prs, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, POS=AUX|Tense=Pres|VerbForm=Part, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Degree=Sup|Number=Plur|POS=ADJ, Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs, Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes, Definite=Ind|Number=Plur|POS=NOUN, Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Mood=Imp|POS=AUX, Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind, Case=Gen|POS=NOUN, Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=DET|PronType=Dem, Definite=Def|Number=Plur|POS=NOUN
parser ROOT, acl:relcl, advcl, advmod, amod, appos, aux, case, cc, ccomp, compound:prt, conj, cop, dep, det, discourse, expl, fixed, flat, goeswith, iobj, list, mark, nmod, nmod:poss, nsubj, nummod, obj, obl, obl:loc, obl:tmod, punct, vocative, xcomp
experimental_edit_tree_lemmatizer 1, 2, 4, 7, 9, 11, 13, 15, 17, 19, 21, 23, 27, 31, 33, 35, 37, 39, 42, 44, 45, 5, 47, 49, 51, 53, 55, 57, 59, 63, 67, 69, 73, 75, 77, 79, 81, 83, 85, 87, 89, 91, 93, 95, 97, 101, 103, 104, 106, 109, 113, 115, 116, 117, 118, 119, 122, 124, 127, 130, 133, 134, 135, 138, 140, 141, 144, 146, 148, 149, 151, 153, 154, 156, 157, 158, 159, 160, 164, 166, 169, 172, 175, 177, 179, 181, 183, 185, 188, 6, 190, 192, 195, 197, 199, 201, 203, 205, 207, 209, 212, 214, 216, 217, 220, 221, 222, 224, 227, 228, 229, 230, 232, 234, 236, 238, 239, 241, 243, 244, 247, 248, 249, 250, 252, 253, 254, 255, 257, 258, 262, 264, 270, 274, 277, 278, 280, 282, 284, 286, 289, 290, 292, 293, 294, 295, 296, 297, 298, 301, 302, 304, 305, 306, 308, 310, 312, 314, 315, 317, 319, 323, 324, 326, 328, 330, 332, 334, 336, 339, 341, 342, 344, 345, 346, 348, 350, 353, 356, 357, 359, 362, 363, 365, 366, 368, 369, 370, 372, 374, 375, 376, 378, 380, 381, 385, 387, 388, 392, 394, 398, 401, 402, 403, 405, 406, 407, 408, 409, 410, 411, 414, 415, 416, 419, 422, 423, 426, 430, 431, 432, 433, 436, 437, 438, 439, 440, 441, 442, 443, 445, 446, 448, 449, 450, 451, 452, 453, 456, 457, 460, 462, 468, 469, 471, 472, 473, 474, 476, 478, 480, 481, 484, 485, 486, 488, 489, 491, 492, 493, 494, 495, 496, 498, 500, 502, 505, 507, 508, 510, 511, 512, 514, 515, 517, 519, 521, 522, 524, 525, 528, 530, 532, 533, 535, 536, 537, 539, 542, 543, 546, 547, 550, 551, 553, 554, 556, 557, 558, 561, 562, 563, 564, 567, 569, 570, 573, 575, 576, 577, 578, 579, 580, 582, 583, 584, 585, 587, 588, 590, 591, 593, 597, 598, 600, 601, 602, 603, 605, 606, 607, 608, 609, 610, 612, 614, 617, 618, 621, 623, 625, 626, 627, 628, 629, 630, 631, 633, 634, 635, 636, 638, 639, 640, 641, 642, 643, 645, 646, 647, 649, 650, 651, 653, 656, 657, 659, 660, 661, 662, 664, 665, 667, 670, 671, 672, 674, 675, 676, 677, 678, 679, 680, 681, 683, 685, 686, 688, 689, 690, 691, 692, 693, 694, 696, 697, 698, 699, 701, 702, 703, 704, 705, 706, 707, 709, 711, 714, 715, 717, 720, 721, 722, 723, 725, 728, 730, 731, 732, 734, 736, 738, 740, 742, 746, 747, 748, 750, 752, 753, 754, 758, 759, 763, 764, 766, 768, 769, 773, 775, 776, 778, 779, 780, 781, 782, 785, 788, 789, 790, 791, 795, 796, 797, 798, 800, 801, 803, 805, 806, 807, 808, 810, 812, 813, 815, 816, 818, 821, 822, 823, 825, 827, 830, 832, 836, 837, 838, 840, 841, 844, 846, 848, 850, 851, 852, 854, 856, 858, 860, 861, 863, 864, 865, 866, 867, 868, 870, 872, 873, 874, 875, 880, 882, 884, 885, 886, 887, 889, 891, 892, 893, 894, 895, 896, 898, 902, 903, 905, 907, 908, 909, 911, 912, 913, 914, 915, 917, 918, 919, 920, 922, 923, 924, 926, 927, 928, 929, 931, 934, 935, 936, 938, 939, 940, 941, 942, 944, 945, 947, 949, 951, 952, 954, 955, 956, 958, 960, 961, 962, 969, 970, 974, 975, 977, 978, 979, 980, 981, 983, 984, 987, 988, 989, 993, 995, 998, 1000, 1001, 1002, 1004, 1007, 1011, 1012, 1014, 1017, 1018, 1020, 1021, 1022, 1023, 1025, 1026, 1027, 1029, 1030, 1031, 1032, 1033, 1034, 1036, 1037, 1038, 1040, 1042, 1044, 1045, 1048, 1050, 1051, 1053, 1054, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1064, 1066, 1067, 1069, 1070, 1072, 1073, 1076, 1078, 1080, 1081, 1085, 1086, 1087, 1088, 1089, 1090, 1092, 1093, 1094, 1096, 1097, 1098, 1100, 1101, 1102, 1106, 1109, 1110, 1111, 1113, 1114, 1116, 1117, 1119, 1120, 1122, 1123, 1125, 1127, 1128, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1141, 831, 1142, 1143, 1144, 1146, 1148, 1150, 1152, 1153, 1155, 1157, 1158, 1160, 1161, 1162, 1163, 1168, 1170, 1171, 1174, 1175, 1176, 1178, 1181, 1182, 1183, 1185, 1186, 1189, 1191, 1192, 1193, 1194, 1195, 1196, 1198, 1199, 1201, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1218, 1219, 1220, 1222, 1223, 1224, 1225, 1226, 1227, 1229, 1231, 1232, 1235, 1236, 1238, 1239, 1242, 1244, 1247, 1248, 1249, 1250, 1251, 1253, 1255, 1257, 1258, 1259, 1261, 1263, 1265, 1266, 1267, 1269, 1271, 1272, 1273, 1274, 1276, 1277, 1278, 1280, 1281, 1282, 1283, 1285, 1286, 1287, 1288, 1289, 1291, 1293, 1294, 1295, 1297, 1298, 1299, 1300, 1303, 1305, 1307, 1309, 1310, 1311, 1312, 1315, 1316, 1318, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1351, 1352, 1353, 1354, 1355, 1357, 1358, 1359, 1360, 1362, 1364, 1365, 1367, 1368, 1369, 1370, 1371, 1372, 1374, 1376, 1377, 1379, 1380, 1382, 1383, 1384, 1386, 1387, 1389, 1390, 1391, 1392, 1394, 1396, 1398, 1399, 1400, 1401, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1147, 1411, 1413, 1414, 1415, 1418, 1420, 1421, 1422, 1423, 1426, 1427, 1428, 1430, 1431, 1433, 1438, 1439, 1440, 1441, 1442, 1444, 1446, 1448, 1449, 1453, 1454, 1456, 1457, 1459, 1463, 1465, 1466, 1468, 1469, 1470, 1472, 1476, 1478, 1479, 1480, 1481, 1482, 1483, 1485, 1486, 1487, 1488, 1490, 1491, 1493, 1494, 1496, 1498, 1500, 1502, 1503, 1504, 1505, 1506, 1508, 1509, 1511, 1512, 1513, 1514, 1516, 1518, 1519, 1521, 1522, 1524, 1525, 1527, 1533, 1534, 1535, 1536, 1538, 1540, 1541, 1544, 1545, 1547, 1548, 1549, 1550, 1551, 1552, 1556, 1557, 1559, 1560, 1561, 1562, 1563, 1564, 1568, 1569, 1571, 1572, 1574, 1577, 1578, 1579, 1580, 1581, 1583, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1594, 1595, 1596, 1597, 1598, 1599, 1602, 1603, 1605, 1606, 1608, 1610, 1612, 1613, 1614, 1616, 1618, 1619, 1620, 1621, 1622, 1623, 1626, 1627, 1629, 1630, 1631, 1632, 1634, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1644, 1645, 1647, 1649, 1651, 1653, 1656, 1657, 1658, 1659, 1660, 1661, 1663, 1665, 1666, 1667, 1668, 1670, 1673, 1674, 1676, 1677, 1678, 1679, 1680, 1681, 1684, 1685, 1687, 1688, 1689, 1690, 1692, 1693, 1643, 1694, 1695, 1696, 1697, 1699, 1701, 1702, 1704, 1706, 1708, 1710, 1711, 1712, 1714, 1715, 1717, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1732, 1734, 1735, 1737, 1739, 1741, 1742, 1743, 1745, 1747, 1749, 1750, 1751, 1753, 1754, 1756, 1758, 1759, 1760, 1761, 1762, 1764, 1766, 1768, 1769, 1770, 1771, 1772, 1773, 1774

Accuracy

Type Score
TOKEN_F 99.96
TOKEN_P 99.95
TOKEN_R 99.96
TOKEN_ACC 100.00
SENTS_F 96.89
SENTS_P 97.15
SENTS_R 96.63
TAG_ACC 98.49
POS_ACC 98.48
MORPH_ACC 98.20
DEP_UAS 89.67
DEP_LAS 87.29
LEMMA_ACC 97.55