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spacy
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ko_core_news_sm

Token Classification
spaCy
Korean
Eval Results
Model card Files Community
ko_core_news_sm
File size: 3,667 Bytes 
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{
  "token_acc": 1.0,
  "token_p": 1.0,
  "token_r": 1.0,
  "token_f": 1.0,
  "tag_acc": 0.7335983702,
  "pos_acc": 0.8608501296,
  "sents_p": 1.0,
  "sents_r": 1.0,
  "sents_f": 1.0,
  "dep_uas": 0.7375785393,
  "dep_las": 0.6555857582,
  "dep_las_per_type": {
    "amod": {
      "p": 0.7562056738,
      "r": 0.7469352014,
      "f": 0.7515418502
    },
    "dislocated": {
      "p": 0.5577299413,
      "r": 0.555916775,
      "f": 0.5568218821
    },
    "root": {
      "p": 0.8025169409,
      "r": 0.8025169409,
      "f": 0.8025169409
    },
    "nmod": {
      "p": 0.6305841924,
      "r": 0.6534124629,
      "f": 0.6417953949
    },
    "nsubj": {
      "p": 0.5475830816,
      "r": 0.5781499203,
      "f": 0.5624515128
    },
    "advmod": {
      "p": 0.641955836,
      "r": 0.6389324961,
      "f": 0.640440598
    },
    "dep": {
      "p": 0.4827586207,
      "r": 0.3867403315,
      "f": 0.4294478528
    },
    "conj": {
      "p": 0.4474660074,
      "r": 0.4641025641,
      "f": 0.4556324733
    },
    "xcomp": {
      "p": 0.5263157895,
      "r": 0.4810996564,
      "f": 0.5026929982
    },
    "flat": {
      "p": 0.2916666667,
      "r": 0.0654205607,
      "f": 0.106870229
    },
    "obj": {
      "p": 0.7117552335,
      "r": 0.7125201505,
      "f": 0.7121374866
    },
    "acl": {
      "p": 0.6658566221,
      "r": 0.6574685063,
      "f": 0.6616359795
    },
    "advcl": {
      "p": 0.5574112735,
      "r": 0.5437881874,
      "f": 0.5505154639
    },
    "det": {
      "p": 0.7582781457,
      "r": 0.8609022556,
      "f": 0.8063380282
    },
    "compound": {
      "p": 0.6999360205,
      "r": 0.6678876679,
      "f": 0.6835363949
    },
    "ccomp": {
      "p": 0.4908946952,
      "r": 0.5145228216,
      "f": 0.5024311183
    },
    "obl": {
      "p": 0.6481223922,
      "r": 0.6357435198,
      "f": 0.6418732782
    },
    "aux": {
      "p": 0.8774811773,
      "r": 0.8990182328,
      "f": 0.8881191548
    },
    "cc": {
      "p": 0.7802547771,
      "r": 0.8112582781,
      "f": 0.7954545455
    },
    "nummod": {
      "p": 0.8333333333,
      "r": 0.8115183246,
      "f": 0.8222811671
    },
    "iobj": {
      "p": 0.7230769231,
      "r": 0.661971831,
      "f": 0.6911764706
    },
    "discourse": {
      "p": 0.0,
      "r": 0.0,
      "f": 0.0
    },
    "fixed": {
      "p": 0.9484126984,
      "r": 1.0,
      "f": 0.9735234216
    },
    "csubj": {
      "p": 0.5157894737,
      "r": 0.4454545455,
      "f": 0.4780487805
    },
    "mark": {
      "p": 0.6862745098,
      "r": 0.5384615385,
      "f": 0.6034482759
    },
    "case": {
      "p": 0.8787878788,
      "r": 0.8529411765,
      "f": 0.8656716418
    },
    "appos": {
      "p": 0.6111111111,
      "r": 0.7857142857,
      "f": 0.6875
    },
    "cop": {
      "p": 0.75,
      "r": 0.8,
      "f": 0.7741935484
    },
    "vocative": {
      "p": 0.0,
      "r": 0.0,
      "f": 0.0
    }
  },
  "lemma_acc": 0.8317806919,
  "speed": 10661.1584237889,
  "ents_p": 0.7714191745,
  "ents_r": 0.6628046627,
  "ents_f": 0.712999202,
  "ents_per_type": {
    "OG": {
      "p": 0.6825588413,
      "r": 0.5243393602,
      "f": 0.5930781332
    },
    "PS": {
      "p": 0.7701958384,
      "r": 0.5719154738,
      "f": 0.656408919
    },
    "QT": {
      "p": 0.853619981,
      "r": 0.8656620712,
      "f": 0.8595988539
    },
    "LC": {
      "p": 0.5845942228,
      "r": 0.5227552276,
      "f": 0.5519480519
    },
    "DT": {
      "p": 0.8222118525,
      "r": 0.7637624621,
      "f": 0.7919101124
    },
    "TI": {
      "p": 0.8846960168,
      "r": 0.7743119266,
      "f": 0.8258317025
    }
  }
}