Modelpublic
aymericb/en_pipeline
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Model Card
| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.5.1,<3.6.0 |
| Default Pipeline | tok2vec, tagger, parser, attribute_ruler, lemmatizer, ner, textcat_multilabel |
| Components | tok2vec, tagger, parser, attribute_ruler, lemmatizer, ner, textcat_multilabel |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | [n/a]() |
Label Scheme
<details>
<summary>View label scheme (114 labels for 4 components)</summary>
| Component | Labels |
|---|---|
| `tagger` | $, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, WDT, WP, WP$, WRB, XX, _SP, ```` |
| `parser` | ROOT, acl, acomp, advcl, advmod, agent, amod, appos, attr, aux, auxpass, case, cc, ccomp, compound, conj, csubj, csubjpass, dative, dep, det, dobj, expl, intj, mark, meta, neg, nmod, npadvmod, nsubj, nsubjpass, nummod, oprd, parataxis, pcomp, pobj, poss, preconj, predet, prep, prt, punct, quantmod, relcl, xcomp |
| `ner` | CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART |
| `textcat_multilabel` | Keep |
</details>
Accuracy
| Type | Score |
|---|---|
TAG_ACC | 0.00 |
DEP_UAS | 0.00 |
DEP_LAS | 0.00 |
DEP_LAS_PER_TYPE | 0.00 |
SENTS_P | 100.00 |
SENTS_R | 100.00 |
SENTS_F | 100.00 |
LEMMA_ACC | 0.00 |
ENTS_F | 0.00 |
ENTS_P | 0.00 |
ENTS_R | 0.00 |
ENTS_PER_TYPE | 0.00 |
CATS_SCORE | 91.25 |
CATS_MICRO_P | 93.94 |
CATS_MICRO_R | 97.89 |
CATS_MICRO_F | 95.88 |
CATS_MACRO_P | 93.94 |
CATS_MACRO_R | 97.89 |
CATS_MACRO_F | 95.88 |
CATS_MACRO_AUC | 91.25 |
TOK2VEC_LOSS | 0.00 |
TEXTCAT_MULTILABEL_LOSS | 15.98 |