TakoData/en_tako_query_analyzer

Feature	Description
Name	en_tako_query_analyzer
Version	0.0.5
spaCy	>=3.8.11,<3.9.0
Default Pipeline	tok2vec_small, tagger, parser, attribute_ruler, senter, tok2vec, ner, textcat_multilabel, textcat_classify
Components	tok2vec_small, tagger, parser, attribute_ruler, senter, tok2vec, ner, textcat_multilabel, textcat_classify
Vectors	684830 keys, 342918 unique vectors (300 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (124 labels for 5 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, STOCK_TICKER, TIME, WORK_OF_ART
textcat_multilabel	Finance, Economics, Demographics, Health, Politics, Sports, Climate, Other
textcat_classify	ACCEPT, REJECT

Accuracy

Type	Score
ENTS_F	0.00
ENTS_P	0.00
ENTS_R	0.00
ENTS_PER_TYPE	0.00
CATS_SCORE	84.62
CATS_MICRO_P	83.50
CATS_MICRO_R	83.50
CATS_MICRO_F	83.50
CATS_MACRO_P	84.23
CATS_MACRO_R	83.50
CATS_MACRO_F	83.41
CATS_MACRO_AUC	83.96
TEXTCAT_CLASSIFY_LOSS	1108.70