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ljvmiranda921
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xx_fro_sigtyp_trf

Token Classification
spaCy
multilingual
Eval Results
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xx_fro_sigtyp_trf / README.md
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ljvmiranda921
xx_fro_sigtyp_trf-0.1.0: Update SIGTYP pipeline
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metadata
tags:
  - spacy
  - token-classification
language:
  - multilingual
model-index:
  - name: xx_fro_sigtyp_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.8896985757
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.8899193994
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9111184719
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.8447780967
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.7373329972
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.6614570204
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.8708487085
Feature Description
Name xx_fro_sigtyp_trf
Version 0.1.0
spaCy >=3.6.1,<3.7.0
Default Pipeline transformer, parser, trainable_lemmatizer, tagger, morphologizer
Components transformer, parser, trainable_lemmatizer, tagger, morphologizer
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (190 labels for 3 components)
Component Labels
parser ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, case:det, cc, cc:nc, ccomp, conj, cop, csubj, dep, det, expl, flat, iobj, mark, nmod, nsubj, nummod, obj, obl, obl:advmod, parataxis, punct, vocative, xcomp
tagger ADJcar__NumType=Card, ADJind__PronType=Ind, ADJord, ADJpos__Poss=Yes, ADJqua, ADJqua__Tense=Past|VerbForm=Part, ADJqua__Tense=Pres|VerbForm=Part, ADVgen, ADVgen.PROper, ADVgen__PronType=Ind, ADVgen__PronType=Prs,Rel, ADVgen__PronType=Rel, ADVint__PronType=Int, ADVneg, ADVneg.PROper__Polarity=Neg|PronType=Prs, ADVneg__Polarity=Neg, ADVsub, CONcoo, CONcoo__PronType=Prs,Rel, CONsub, CONsub.PROper, CONsub__PronType=Rel, DETcar__NumType=Card, DETdef__Definite=Def, DETdef__Definite=Def|PronType=Art, DETdef__PronType=Ind, DETdef__PronType=Prs, DETdem__PronType=Dem, DETdem__PronType=Prs, DETind__PronType=Ind, DETint__PronType=Int, DETndf__Definite=Ind, DETndf__Definite=Ind|PronType=Art, DETord, DETord__NumType=Ord, DETpos__Poss=Yes, DETrel__PronType=Rel, INJ, NOMcom, NOMcom__Morph=VFin, NOMcom__VerbForm=Inf, NOMpro, PONfbl, PONfrt, PONpdr, PONpga, PONpxx, PRE, PRE.DETdef__Definite=Def|PronType=Art, PRE.PROper, PRE.PROper__Definite=Def|PronType=Art, PRE__Morph=VFin, PRE__PronType=Dem, PREdetdef__PronType=Prs,Rel, PROadv, PROadv__PronType=Dem, PROcar, PROcar__NumType=Card, PROdem__PronType=Dem, PROdem__PronType=Prs,Rel, PROimp, PROimp__PronType=Prs, PROind, PROind__PronType=Ind, PROind__PronType=Rel, PROint__PronType=Int, PROord__NumType=Ord, PROper, PROper.PROper__PronType=Prs, PROper__Poss=Yes, PROper__PronType=Prs, PROpos__Poss=Yes, PROpos__Poss=Yes|PronType=Prs, PROrel, PROrel__PronType=Prs,Rel, PROrel__PronType=Rel, RED, VERcjg, VERcjg__VerbForm=Fin, VERcjg__VerbForm=Inf, VERinf__VerbForm=Inf, VERppa__Tense=Pres|VerbForm=Part, VERppe, VERppe__Tense=Past, VERppe__Tense=Past|VerbForm=Part, devenir__Tense=Past|VerbForm=Part, devenir__VerbForm=Fin, laisser__VerbForm=Fin, remanoir__VerbForm=Fin, ressembler__VerbForm=Fin, sembler__VerbForm=Fin
morphologizer POS=ADV, POS=PRON|PronType=Prs, POS=ADV|PronType=Dem, POS=VERB|VerbForm=Fin, POS=VERB|Tense=Pres|VerbForm=Part, POS=PUNCT, POS=CCONJ, Definite=Def|POS=DET|PronType=Art, POS=NOUN, POS=DET|PronType=Ind, POS=SCONJ, Definite=Def|POS=ADP|PronType=Art, NumType=Card|POS=PRON, POS=DET|Poss=Yes, POS=AUX|VerbForm=Fin, POS=VERB|VerbForm=Inf, POS=DET|PronType=Rel, POS=PRON|PronType=Prs,Rel, POS=ADP, POS=ADJ, POS=PROPN, POS=PRON|PronType=Dem, POS=VERB|Tense=Past|VerbForm=Part, POS=PRON|PronType=Ind, POS=ADV|Polarity=Neg, NumType=Card|POS=NUM, POS=AUX|VerbForm=Inf, Definite=Ind|POS=DET|PronType=Art, POS=ADV|PronType=Ind, POS=ADJ|PronType=Ind, POS=DET|PronType=Dem, POS=INTJ, POS=ADJ|Poss=Yes, POS=ADV|PronType=Int, POS=PRON, NumType=Ord|POS=PRON, POS=VERB, POS=ADJ|Tense=Past|VerbForm=Part, POS=PRON|PronType=Int, POS=SCONJ|PronType=Prs,Rel, POS=PRON|Polarity=Neg|PronType=Prs, POS=SCONJ|PronType=Rel, POS=PRON|Poss=Yes|PronType=Prs, NumType=Card|POS=DET, POS=NUM, POS=DET|PronType=Prs, NumType=Card|POS=ADJ, NumType=Ord|POS=DET, POS=AUX|Tense=Past|VerbForm=Part, POS=CCONJ|PronType=Prs,Rel, Morph=VFin|POS=ADP, POS=DET|PronType=Int, POS=ADJ|Tense=Pres|VerbForm=Part, Morph=VFin|POS=NOUN, POS=PRON|Poss=Yes, POS=AUX, POS=ADV|PronType=Rel, POS=PRON|PronType=Rel, POS=SCONJ|PronType=Prs, POS=ADP|PronType=Prs,Rel, POS=NOUN|VerbForm=Inf, Definite=Def|POS=DET, POS=VERB|Tense=Past, Definite=Ind|POS=DET, POS=ADP|PronType=Dem, POS=ADV|PronType=Prs,Rel

Accuracy

Type Score
DEP_UAS 73.73
DEP_LAS 66.15
SENTS_P 83.49
SENTS_R 91.00
SENTS_F 87.08
LEMMA_ACC 84.48
TAG_ACC 88.97
POS_ACC 88.99
MORPH_ACC 91.11
TRANSFORMER_LOSS 187576.44
PARSER_LOSS 34117.75
TRAINABLE_LEMMATIZER_LOSS 5581.16
TAGGER_LOSS 10541.13
MORPHOLOGIZER_LOSS 12162.14