TakoData/en_tako_query_filter

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

Label Scheme

View label scheme (35 labels for 3 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
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	86.07
CATS_MICRO_P	86.21
CATS_MICRO_R	86.21
CATS_MICRO_F	86.21
CATS_MACRO_P	86.21
CATS_MACRO_R	86.22
CATS_MACRO_F	86.21
CATS_MACRO_AUC	93.19
TEXTCAT_CLASSIFY_LOSS	84.03