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fo_parser_lemm

Token Classification
spaCy
Faroese
Eval Results
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fo_parser_lemm / README.md
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metadata
tags:
  - spacy
  - token-classification
language:
  - fo
model-index:
  - name: fo_parser_lemm
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9761845074
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9581348709
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9059914766
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.8606454841
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.889483066
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8363528364
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.987654321
Feature Description
Name fo_parser_lemm
Version 0.0.0
spaCy >=3.7.5,<3.8.0
Default Pipeline transformer, trainable_lemmatizer, tagger, morphologizer, parser
Components transformer, trainable_lemmatizer, tagger, morphologizer, parser
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (292 labels for 3 components)
Component Labels
tagger A, Abbr, Adv, CC, CLB, CS, Det, IM, Interj, N, Num, PUNCT, Pr, Pron, V, x
morphologizer Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=ADP, Case=Acc|Number=Sing|POS=PROPN, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres, Case=Nom|POS=NOUN, POS=PUNCT, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Dat|POS=NUM, Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, POS=ADV, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=CCONJ, Case=Nom|Gender=Fem|POS=ADJ, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres, POS=PART, POS=VERB|VerbForm=Inf, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Mood=Ind|Number=Plur|POS=AUX|Tense=Pres, Case=Nom|POS=NUM, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Tense=Pres, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=NUM, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, POS=X, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=DET, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=DET, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Sup|POS=ADV, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, POS=AUX|VerbForm=Inf, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Tense=Past, Case=Acc|Gender=Fem|Number=Sing|POS=DET, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, POS=PRON|PronType=Rel, Case=Acc|POS=PRON|Reflex=Yes, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Acc|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=VERB|VerbForm=Sup|Voice=Pass, POS=VERB|VerbForm=Sup, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=AUX|Tense=Past, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|POS=PROPN, Case=Nom|Definite=Def|Number=Sing|POS=PROPN, Case=Dat|POS=PRON|Reflex=Yes, Case=Dat|Number=Sing|POS=PROPN, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Number=Sing|POS=VERB|Tense=Imp, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass, NumType=Ord|POS=ADJ, Case=Nom|Number=Sing|POS=PRON, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Number=Sing|POS=PROPN, Case=Dat|Gender=Neut|Number=Sing|POS=DET, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=SCONJ, Mood=Ind|Number=Plur|POS=VERB|Tense=Past, Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|POS=NOUN, Case=Dat|Gender=Fem|Number=Sing|POS=DET, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=NUM, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN, Case=Nom|Gender=Neut|Number=Sing|POS=PRON, Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=NUM, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Gender=Masc|Number=Plur|POS=ADV, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=DET, Case=Acc|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=NUM, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN, Case=Nom|Number=Plur|POS=PROPN, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Number=Sing|POS=DET, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=DET, Case=Acc|Gender=Neut|POS=ADJ, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Number=Plur|POS=VERB|Tense=Imp, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET, Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Tense=Past, Case=Nom|Gender=Masc|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=NUM, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, POS=AUX|VerbForm=Sup, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|POS=NUM, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=DET, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET, Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass, Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=PRON, Case=Gen|POS=NUM, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, POS=VERB, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET, Degree=Sup|Gender=Neut|Number=Plur|POS=ADV, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=NUM, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass, Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Gender=Neut|Number=Plur|POS=ADV, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres, Case=Nom|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, POS=INTJ, Case=Gen|Definite=Ind|Number=Sing|POS=NOUN, Case=Dat|Gender=Fem|Number=Sing|POS=NUM, Case=Dat|Definite=Ind|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Number=Sing|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Neut|Number=Plur|POS=DET, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass, Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|POS=PROPN, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Number=Sing|POS=PRON|PronType=Prs, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=NUM, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Case=Nom|Gender=Neut|POS=ADJ
parser ROOT, advcl, advmod, amod, aux, aux:pass, case, cc, conj, cop, dep, det, flat, mark, nmod, nmod:poss, nsubj, nummod, obj, obl, parataxis, punct, xcomp

Accuracy

Type Score
LEMMA_ACC 86.06
TAG_ACC 97.62
POS_ACC 95.81
MORPH_ACC 90.60
DEP_UAS 88.95
DEP_LAS 83.64
SENTS_P 98.36
SENTS_R 99.17
SENTS_F 98.77
TRANSFORMER_LOSS 51272.51
TRAINABLE_LEMMATIZER_LOSS 6826.97
TAGGER_LOSS 476.81
MORPHOLOGIZER_LOSS 20581.37
PARSER_LOSS 7039.63