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fo_morphparser

Token Classification
spaCy
Faroese
Eval Results (legacy)
Model card Files
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metadata 
tags:
  - spacy
  - token-classification
language:
  - fo
model-index:
  - name: fo_morphparser
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9693877551
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9504373178
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.8811953353
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.8425253991
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.8888888889
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8231733679
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9881656805
Feature Description
Name fo_morphparser
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 (265 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|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres, Degree=Sup|Gender=Neut|Number=Plur|POS=ADV, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, POS=ADP, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, POS=PUNCT, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Tense=Pres, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|POS=NUM, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, POS=X, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=CCONJ, Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=ADV, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|POS=NUM, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, POS=NUM, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PRON, Case=Acc|Gender=Fem|Number=Sing|POS=DET, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Number=Sing|POS=PROPN, Case=Gen|POS=NUM, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Number=Sing|POS=PROPN, Case=Dat|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, NumType=Ord|POS=ADJ, Gender=Neut|Number=Plur|POS=ADV, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past, Mood=Ind|Number=Plur|POS=AUX|Tense=Past, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, POS=PART, POS=VERB|VerbForm=Inf, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, POS=AUX|VerbForm=Sup, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, POS=VERB|VerbForm=Sup, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Number=Sing|POS=VERB|Tense=Imp, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, POS=PRON|PronType=Rel, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Tense=Past, Case=Acc|POS=PRON|Reflex=Yes, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=NUM, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Tense=Pres, Case=Dat|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Number=Plur|POS=VERB|Tense=Imp, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|POS=NUM, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, POS=VERB, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Tense=Past, POS=INTJ, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=AUX|Tense=Past, Case=Acc|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Gender=Fem|Number=Sing|POS=DET, POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Number=Sing|POS=PROPN, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|POS=NUM, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PRON, Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part, Case=Dat|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET, Case=Nom|Gender=Fem|POS=ADJ, Case=Nom|POS=NOUN, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, POS=SCONJ, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|POS=PRON|Reflex=Yes, Case=Nom|Number=Sing|POS=PRON|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, POS=AUX|VerbForm=Inf, Case=Dat|Gender=Masc|Number=Sing|POS=DET, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass, Case=Gen|Definite=Ind|Number=Sing|POS=NOUN, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET, Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON, Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Gender=Neut|Number=Sing|POS=NUM, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Acc|POS=PROPN, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=DET, Case=Acc|Gender=Masc|Number=Sing|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|POS=NOUN, Case=Nom|Gender=Masc|Number=Plur|POS=PRON, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Number=Sing|POS=PRON, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass, Case=Nom|Gender=Masc|Number=Sing|POS=NUM, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Neut|POS=DET, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, POS=VERB|VerbForm=Sup|Voice=Pass, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Gender=Neut|Number=Sing|POS=DET, Case=Acc|Gender=Fem|Number=Sing|POS=NUM, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass, Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Degree=Sup|POS=ADV, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET, Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Plur|POS=DET
parser ROOT, advmod, amod, aux, case, cc, conj, cop, dep, det, mark, nmod, nmod:poss, nsubj, nummod, obj, obl, parataxis, punct

Accuracy

Type Score
LEMMA_ACC 84.25
TAG_ACC 96.94
POS_ACC 95.04
MORPH_ACC 88.12
DEP_UAS 88.89
DEP_LAS 82.32
SENTS_P 99.40
SENTS_R 98.24
SENTS_F 98.82
MORPH_MICRO_F 93.07
TRANSFORMER_LOSS 411126.27
TRAINABLE_LEMMATIZER_LOSS 3311.55
TAGGER_LOSS 822.50
MORPHOLOGIZER_LOSS 13988.32
PARSER_LOSS 2380459.23