aymericb/en_pipeline

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

View label scheme (114 labels for 4 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, _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

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