magepol/en_tech

Feature	Description
Name	en_tech
Version	0.0.7
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	BATTERY, BRAND, CACHE, CAM_RES, CHARGE, CLOCK_SPEED, COLOR, CORE_COUNT, FEATURE, GEN, GRAPHICS, GRAPHICS_RAM, MEM_TYPE, MODEL_NUMBER, OPERATING_SYSTEM, PROCESSOR, PROCESSOR_MODEL, PRODUCT_SERIES, RAM, RESOLUTION, SCREEN_SIZE, SCREEN_TYPE, SOCKET, STORAGE, STORAGE_TYPE, TAG, TYPE
textcat	267, 292, 297, 325, 328, 4745

Accuracy

Type	Score
ENTS_F	94.37
ENTS_P	94.46
ENTS_R	94.29
CATS_SCORE	99.62
CATS_MICRO_P	99.58
CATS_MICRO_R	99.58
CATS_MICRO_F	99.58
CATS_MACRO_P	99.54
CATS_MACRO_R	99.72
CATS_MACRO_F	99.62
CATS_MACRO_AUC	100.00
TOK2VEC_LOSS	7666339.45
NER_LOSS	135520.97
TEXTCAT_LOSS	13.82