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| Feature | Description |
|---|---|
| Name | en_ner_bc5cdr_md |
| Version | 0.5.3 |
| spaCy | >=3.6.1,<3.7.0 |
| Default Pipeline | tok2vec, tagger, attribute_ruler, lemmatizer, parser, ner |
| Components | tok2vec, tagger, attribute_ruler, lemmatizer, parser, ner |
| Vectors | 4087446 keys, 50000 unique vectors (200 dimensions) |
| Sources | BC5CDR OntoNotes 5 Common Crawl GENIA 1.0 |
| License | CC BY-SA 3.0 |
| Author | Allen Institute for Artificial Intelligence |
| 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, ```` |
parser | ROOT, acl, acl:relcl, acomp, advcl, advmod, amod, amod@nmod, appos, attr, aux, auxpass, case, cc, cc:preconj, ccomp, compound, compound:prt, conj, cop, csubj, dative, dep, det, det:predet, dobj, expl, intj, mark, meta, mwe, neg, nmod, nmod:npmod, nmod:poss, nmod:tmod, nsubj, nsubjpass, nummod, parataxis, pcomp, pobj, preconj, predet, prep, punct, quantmod, xcomp |
ner | CHEMICAL, DISEASE |
| Type | Score |
|---|---|
TAG_ACC | 0.00 |
LEMMA_ACC | 0.00 |
DEP_UAS | 0.00 |
DEP_LAS | 0.00 |
DEP_LAS_PER_TYPE | 0.00 |
SENTS_P | 0.00 |
SENTS_R | 0.00 |
SENTS_F | 0.00 |
ENTS_F | 84.97 |
ENTS_P | 87.33 |
ENTS_R | 82.74 |
NER_LOSS | 197976.24 |