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
- NER Precisionself-reported0.000
- NER Recallself-reported0.000
- NER F Scoreself-reported0.000