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grc_proiel_lg

Token Classification
spaCy
Ancient Greek (to 1453)
Eval Results
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metadata
tags:
  - spacy
  - token-classification
language:
  - grc
model-index:
  - name: grc_proiel_lg
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.8541033435
          - name: NER Recall
            type: recall
            value: 0.8489425982
          - name: NER F Score
            type: f_score
            value: 0.8515151515
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9769613523
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9753936337
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9139117988
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9747801786
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.8360032185
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.7900665643
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.8053345812
Feature Description
Name grc_proiel_lg
Version 3.7.5
spaCy >=3.7.5,<3.8.0
Default Pipeline tok2vec, morphologizer, tagger, parser, lemmatizer, ner, attribute_ruler
Components tok2vec, morphologizer, tagger, parser, lemmatizer, ner, attribute_ruler
Vectors -1 keys, 200000 unique vectors (300 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (1096 labels for 4 components)
Component Labels
morphologizer Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET, POS=SCONJ, POS=CCONJ, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Aspect=Perf|Case=Nom|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, POS=ADP, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Dat|Definite=Def|Gender=Masc,Neut|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Perf|Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, POS=ADV, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Case=Nom|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Rcp, POS=PUNCT, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Inf|Voice=Mid, Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid,Pass, Aspect=Perf|Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Acc|Gender=Fem|Number=Sing|POS=DET, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Aspect=Perf|Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Masc|Number=Sing|POS=DET, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, POS=VERB|Tense=Pres|VerbForm=Inf|Voice=Mid,Pass, Case=Acc|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Sing|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Degree=Pos|Gender=Masc,Neut|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=DET, POS=VERB|Tense=Pres|VerbForm=Inf|Voice=Mid, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Inf|Voice=Act, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Gender=Masc,Neut|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=AUX|Tense=Pres|VerbForm=Inf|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ|PronType=Dem, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Definite=Def|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Degree=Sup|POS=ADV, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, POS=VERB|Tense=Pres|VerbForm=Inf|Voice=Act, Case=Dat|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Inf|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, POS=ADV|Polarity=Neg, Case=Acc|Gender=Masc,Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Plur|POS=ADJ, Mood=Opt|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Number=Plur|POS=PRON|PronType=Rel, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid,Pass, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, POS=VERB|Tense=Fut|VerbForm=Inf|Voice=Act, Case=Dat|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Neut|Number=Plur|POS=DET, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid,Pass, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Gender=Masc,Neut|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid,Pass, Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Opt|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid,Pass, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|PronType=Rcp, Degree=Pos|POS=ADV, Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Perf|Case=Gen|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ|PronType=Dem, Case=Gen|Gender=Fem|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Gender=Masc,Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Act, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc,Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Degree=Pos|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc,Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|Number=Sing|POS=DET, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Plur|POS=DET, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Neut|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, POS=NUM, Case=Acc|Gender=Neut|Number=Plur|POS=NUM, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc,Neut|Number=Sing|POS=DET, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc,Neut|Number=Sing|POS=ADJ, Case=Voc|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, POS=VERB|Tense=Pres|VerbForm=Inf|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Perf|Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Voc|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|PronType=Int, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Degree=Pos|Gender=Fem,Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|Person=1|Poss=Yes, Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Gender=Neut|Number=Sing|POS=NUM, Case=Nom|Gender=Neut|Number=Sing|POS=DET, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Gen|Gender=Fem|Number=Plur|POS=DET, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=ADJ, Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Person=1|Poss=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=NUM, Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Number=Plur|POS=DET, Case=Acc|Gender=Fem|Number=Plur|POS=PROPN, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Dat|Gender=Neut|Number=Plur|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Voc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Person=2|Poss=Yes, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Neut|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, POS=INTJ, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Int, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, 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Aspect=Perf|Case=Voc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc,Neut|Number=Sing|POS=ADJ|Person=2|Poss=Yes, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|PronType=Int, Aspect=Perf|POS=AUX|Tense=Past|VerbForm=Inf|Voice=Mid, Aspect=Perf|Mood=Opt|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc,Neut|Number=Sing|POS=PRON|PronType=Int, Aspect=Perf|Case=Gen|Gender=Masc,Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin|Voice=Pass, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Person=2|Poss=Yes, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Dat|Gender=Neut|Number=Sing|POS=ADJ|Person=2|Poss=Yes, Case=Dat|Gender=Masc,Neut|Number=Sing|POS=NUM, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Perf|Case=Gen|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem,Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ|PronType=Dem, Case=Gen|Gender=Fem,Masc|Number=Sing|POS=DET, Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Gen|Degree=Sup|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ|PronType=Dem, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Dat|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Masc,Neut|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Voc|Degree=Pos|Gender=Fem,Masc|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=ADJ|Person=2|Poss=Yes, Aspect=Perf|Case=Dat|Gender=Masc,Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Number=Sing|POS=DET, Case=Dat|Gender=Fem,Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem,Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem,Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|PronType=Int, Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Fem,Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem,Masc|Number=Plur|POS=PRON|PronType=Int, Case=Dat|Gender=Masc,Neut|Number=Plur|POS=ADJ|Person=1|Poss=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid,Pass, Case=Nom|Degree=Cmp|Number=Sing|POS=ADJ, Case=Gen|Number=Plur|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid,Pass, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid,Pass, Case=Dat|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid,Pass, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid,Pass, Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Sing|POS=NUM, Case=Voc|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Voc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Case=Dat|Gender=Masc,Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc,Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Aspect=Perf|POS=AUX|Tense=Past|VerbForm=Inf|Voice=Act
tagger A-, C-, Df, Dq, Du, F-, G-, I-, Ma, Mo, Nb, Ne, Pc, Pd, Pi, Pk, Pp, Pr, Ps, Px, R-, S-, V-, Z
parser ROOT, acl, advcl, advmod, amod, appos, case, cc, ccomp, conj, cop, csubj:pass, dep, det, discourse, dislocated, fixed, flat:name, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, orphan, parataxis, punct, vocative, xcomp
ner EVENT, GOD, GPE, LANGUAGE, LOC, NORP, ORG, PERSON, WORK

Accuracy

Type Score
POS_ACC 97.54
MORPH_ACC 91.39
TAG_ACC 97.70
DEP_UAS 83.60
DEP_LAS 79.01
SENTS_P 74.41
SENTS_R 87.76
SENTS_F 80.53
LEMMA_ACC 97.48
ENTS_F 85.15
ENTS_P 85.41
ENTS_R 84.89
TOK2VEC_LOSS 47627963.21
MORPHOLOGIZER_LOSS 395470.05
TAGGER_LOSS 106775.33
PARSER_LOSS 4353186.64
NER_LOSS 39666.06