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Feature Description
Name xx_cop_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 (293 labels for 3 components)
Component Labels
parser ROOT, acl:relcl, advcl, advmod, appos, aux, case, cc, ccomp, conj, cop, csubj, dep, det, discourse, dislocated, fixed, flat, iobj, mark, nmod, nsubj, nummod, obj, obl, obl:npmod, parataxis, punct, vocative, xcomp
tagger AAOR, ACAUS, ACOND, ACOND_PPERS, ACOND_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, ACOND_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs, ACOND_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs, ACOND_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs, ACOND_PPERS__Definite=Def|Number=Plur|Person=1|PronType=Prs, ACOND_PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs, ACOND_PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs, ACOND_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs, ACONJ, ACONJ_PPERS, ACONJ_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs, ADV, ADV__Foreign=Yes, AFUTCONJ, AJUS, ALIM, ANEGAOR__Polarity=Neg, ANEGJUS__Polarity=Neg, ANEGOPT__Polarity=Neg, ANEGPST_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|Polarity=Neg|PronType=Prs, ANEGPST__Polarity=Neg, ANY__Polarity=Neg, AOPT, AOPT_PPERS, AOPT_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, AOPT_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs, AOPT_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs, AOPT_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs, AOPT_PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs, AOPT_PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs, AOPT_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs, APREC, APST, APST_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, ART, ART__Definite=Def|Gender=Fem|Number=Sing|PronType=Art, ART__Definite=Def|Gender=Masc|Number=Sing|PronType=Art, ART__Definite=Def|Number=Plur|PronType=Art, ART__Definite=Ind|Number=Sing|PronType=Art, ART__PronType=Art, CCIRC, CCIRC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, CCIRC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs, CFOC, CFOC_PPERS, CFOC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, CONJ, CONJ__Foreign=Yes, CONJ__Foreign=Yes|Polarity=Neg, COP__Gender=Fem|Number=Sing, COP__Gender=Masc|Number=Sing, COP__Number=Plur, CPRET, CPRET_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, CREL, CREL_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, EXIST, EXIST__Foreign=Yes, EXIST__Polarity=Neg, FM, FM__Foreign=Yes, FM__Foreign=Yes|Polarity=Neg, FM__Polarity=Neg, FUT, IMOD, IMOD_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs, IMOD__Definite=Def|PronType=Prs|Reflex=Yes, IMOD__PronType=Tot, N, NEG__Foreign=Yes|Polarity=Neg, NEG__Polarity=Neg, NPROP, NPROP__Foreign=Yes, NUM__Foreign=Yes|NumType=Card, NUM__NumType=Card, N_PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, N_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs, N__Foreign=Yes, N__PronType=Rcp, PDEM, PDEM__Definite=Def|Foreign=Yes|Number=Plur|PronType=Dem, PDEM__Definite=Def|Gender=Fem|Number=Sing|PronType=Dem, PDEM__Definite=Def|Gender=Masc|Number=Sing|PronType=Dem, PDEM__Definite=Def|Number=Plur|PronType=Dem, PINT__PronType=Ind, PINT__PronType=Int, PPERI__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, PPERI__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs, PPERI__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs, PPERI__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs, PPERI__Definite=Def|Number=Plur|Person=1|PronType=Prs, PPERI__Definite=Def|Number=Plur|Person=2|PronType=Prs, PPERI__Definite=Def|Number=Plur|Person=3|PronType=Prs, PPERI__Definite=Def|Number=Sing|Person=1|PronType=Prs, PPERO, PPERO__Definite=Def|Foreign=Yes|Number=Plur|Person=3|PronType=Prs, PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs, PPERO__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs, PPERO__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs, PPERO__Definite=Def|Number=Plur|Person=1|PronType=Prs, PPERO__Definite=Def|Number=Plur|Person=2|PronType=Prs, PPERO__Definite=Def|Number=Plur|Person=3|PronType=Prs, PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs, PPERO__Definite=Def|Poss=Yes|PronType=Prs, PPERS, PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs, PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs, PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs, PPERS__Definite=Def|Number=Plur|Person=1|PronType=Prs, PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs, PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs, PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs, PPOS, PPOS__Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs, PPOS__Definite=Def|Number=Plur|Poss=Yes|PronType=Prs, PREP, PREP_PPERO, PREP_PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs, PREP_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs, PREP__Foreign=Yes, PTC, PTC__Foreign=Yes, PTC__Polarity=Neg, PUNCT, UNKNOWN, UNKNOWN__Foreign=Yes, VBD__VerbForm=Fin, VIMP__Foreign=Yes|VerbForm=Fin, VIMP__VerbForm=Fin, VSTAT__VerbForm=Fin, V_PPERO__VerbForm=Fin, V__Foreign=Yes|VerbForm=Fin, V__Foreign=Yes|VerbForm=Inf, V__VerbForm=Fin, V__VerbForm=Inf
morphologizer POS=AUX, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=VERB|VerbForm=Fin, POS=ADP, POS=PUNCT, Foreign=Yes|POS=PART, POS=PART, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Foreign=Yes|POS=NOUN, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, POS=NOUN, POS=CCONJ, POS=SCONJ, POS=ADV, POS=VERB, Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Definite=Def|Number=Sing|POS=PRON|Person=1|PronType=Prs, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=PRON|PronType=Int, POS=AUX|Polarity=Neg, Definite=Def|Number=Plur|POS=PRON|Person=3|PronType=Prs, Foreign=Yes|POS=CCONJ, Definite=Def|Number=Plur|POS=PRON|Person=1|PronType=Prs, Foreign=Yes|POS=VERB|VerbForm=Fin, Foreign=Yes|POS=PROPN, Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=VERB|Polarity=Neg, Gender=Masc|Number=Sing|POS=PRON, Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=NOUN|PronType=Rcp, Definite=Def|Number=Plur|POS=DET|PronType=Art, POS=ADV|PronType=Tot, Definite=Def|POS=PRON|Poss=Yes|PronType=Prs, Definite=Ind|Number=Sing|POS=DET|PronType=Art, Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=PROPN, Definite=Def|Number=Plur|POS=PRON|Person=2|PronType=Prs, Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, POS=ADV|Polarity=Neg, Definite=Def|Number=Plur|POS=DET|PronType=Dem, POS=PRON|PronType=Ind, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Definite=Def|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, POS=VERB|VerbForm=Inf, Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, NumType=Card|POS=NUM, Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Definite=Def|POS=ADV|PronType=Prs|Reflex=Yes, Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=AUX|VerbForm=Fin, Foreign=Yes|POS=ADV, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, POS=DET|PronType=Art, Foreign=Yes|POS=ADP, Number=Plur|POS=PRON, Foreign=Yes|POS=SCONJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Gender=Fem|Number=Sing|POS=PRON, POS=X, Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Foreign=Yes|POS=CCONJ|Polarity=Neg, Foreign=Yes|POS=VERB|VerbForm=Inf, Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs, POS=ADJ, POS=DET, Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, POS=PRON, Foreign=Yes|POS=ADV|Polarity=Neg, Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, POS=PRON|VerbForm=Fin, Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Foreign=Yes|POS=X, Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Definite=Def|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Definite=Def|Foreign=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs, Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=X|Polarity=Neg, POS=ADV|PronType=Int, Definite=Def|Foreign=Yes|Number=Plur|POS=DET|PronType=Dem, Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|Polarity=Neg|PronType=Prs, Foreign=Yes|POS=AUX, POS=PART|Polarity=Neg, Foreign=Yes|NumType=Card|POS=NUM, Foreign=Yes|POS=X|Polarity=Neg, Foreign=Yes|POS=SCONJ|Polarity=Neg, Definite=Def|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Foreign=Yes|POS=ADJ

Accuracy

Type Score
DEP_UAS 2.43
DEP_LAS 2.19
SENTS_P 95.05
SENTS_R 97.69
SENTS_F 96.35
LEMMA_ACC 29.43
TAG_ACC 28.68
POS_ACC 28.93
MORPH_ACC 29.14
TRANSFORMER_LOSS 68087.86
PARSER_LOSS 43157.88
TRAINABLE_LEMMATIZER_LOSS 5961.08
TAGGER_LOSS 4684.65
MORPHOLOGIZER_LOSS 3294.98
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Evaluation results