Feature Description
Name en_tako_query_analyzer
Version 0.0.3
spaCy >=3.7.5,<3.8.0
Default Pipeline tok2vec_small, tagger, parser, attribute_ruler, senter, lemmatizer, tok2vec, ner, textcat_classify
Components tok2vec_small, tagger, parser, attribute_ruler, senter, lemmatizer, tok2vec, ner, textcat_classify
Vectors 514157 keys, 514157 unique vectors (300 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (116 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, STOCK_TICKER, TIME, WORK_OF_ART
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 85.07
CATS_MICRO_P 85.31
CATS_MICRO_R 85.31
CATS_MICRO_F 85.31
CATS_MACRO_P 85.35
CATS_MACRO_R 85.31
CATS_MACRO_F 85.31
CATS_MACRO_AUC 91.67
TEXTCAT_CLASSIFY_LOSS 94.04
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Evaluation results