magepol/en_generic

Feature	Description
Name	en_generic
Version	0.0.3
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 (29 labels for 2 components)

Component	Labels
ner	BRAND, COLOR, DISPLAY, GENDER, MATERIAL, MEMORY, MISC, MODEL_IDENTIFIER, PROCESSOR, PRODUCT_TYPE, SEASON, SIZE_MEASUREMENT, STYLE_FIT, TECH_FEATURE
textcat	292, 325, 328, 297, 4745, 267, 204, 207, 2331, 211, 212, 6228, 187, 5598, 2271

Accuracy

Type	Score
ENTS_F	94.58
ENTS_P	94.22
ENTS_R	94.94
CATS_SCORE	97.49
CATS_MICRO_P	97.14
CATS_MICRO_R	97.14
CATS_MICRO_F	97.14
CATS_MACRO_P	97.89
CATS_MACRO_R	97.15
CATS_MACRO_F	97.49
CATS_MACRO_AUC	99.84
TOK2VEC_LOSS	22259553.65
NER_LOSS	723658.37
TEXTCAT_LOSS	20.50