daviibrt/en_ner_jnlpba_md

Spacy Models for Biomedical Text.

Feature	Description
Name	en_ner_jnlpba_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	JNLPBA OntoNotes 5 Common Crawl GENIA 1.0
License	CC BY-SA 3.0
Author	Allen Institute for Artificial Intelligence

Label Scheme

View label scheme (102 labels for 3 components)

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	CELL_LINE, CELL_TYPE, DNA, PROTEIN, RNA

Accuracy

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	76.16
ENTS_P	76.96
ENTS_R	75.37
NER_LOSS	1718993.54