magepol/en_generic_big

Feature	Description
Name	en_generic_big
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 (35 labels for 2 components)

Component	Labels
ner	AGE, BRAND, CLOCK_SPEED, COLOR, CORE_COUNT, DECORATION, FEATURE, FIT, GENDER, GRAPHICS, GRAPHICS_RAM, MATERIAL, MEASUREMENT, MEASUREMENT_AREA, MEM_TYPE, MODEL_NUMBER, NECKLINE, OPERATING_SYSTEM, PROCESSOR, PROCESSOR_MODEL, PRODUCT_SERIES, RAM, RESOLUTION, SCREEN_SIZE, SCREEN_TYPE, SIZE, SLEEVE, STORAGE, STORAGE_TYPE, TAG, TYPE, ZIP
textcat	212, 297, 328

Accuracy

Type	Score
ENTS_F	94.35
ENTS_P	94.70
ENTS_R	94.00
CATS_SCORE	100.00
CATS_MICRO_P	100.00
CATS_MICRO_R	100.00
CATS_MICRO_F	100.00
CATS_MACRO_P	100.00
CATS_MACRO_R	100.00
CATS_MACRO_F	100.00
CATS_MACRO_AUC	100.00
TOK2VEC_LOSS	28927.81
NER_LOSS	63903.29
TEXTCAT_LOSS	0.08