TakoData/en_tako_query_analyzer

Feature	Description
Name	en_tako_query_analyzer
Version	0.0.1
spaCy	>=3.7.5,<3.8.0
Default Pipeline	tok2vec, ner, textcat
Components	tok2vec, ner, textcat
Vectors	514157 keys, 514157 unique vectors (300 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (33 labels for 2 components)

Component	Labels
ner	CARDINAL, CUSTOM_ATTRIBUTE, CUSTOM_SEMANTIC_FUNCTION, CUSTOM_SPORTS_CONFERENCE, CUSTOM_SPORTS_LEAGUE, CUSTOM_SPORTS_ROLE, CUSTOM_STOCK_TICKER, CUSTOM_TEAM, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART
textcat	Business and Finance, Arts, Culture, and Entertainment, Crime, Sports, Politics, Science and Technology, Health and Wellness, Lifestyle and Fashion

Accuracy

Type	Score
ENTS_F	71.71
ENTS_P	71.70
ENTS_R	71.72
CATS_SCORE	70.53
CATS_MICRO_P	85.89
CATS_MICRO_R	85.89
CATS_MICRO_F	85.89
CATS_MACRO_P	74.89
CATS_MACRO_R	67.56
CATS_MACRO_F	70.53
CATS_MACRO_AUC	93.04
TOK2VEC_LOSS	61786.52
NER_LOSS	46852.50
TEXTCAT_LOSS	1.09