magepol/en_tech_model

Feature	Description
Name	en_tech_model
Version	0.0.4
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 (32 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

Accuracy

Type	Score
ENTS_F	95.18
ENTS_P	95.31
ENTS_R	95.04
CATS_SCORE	99.51
CATS_MICRO_P	99.52
CATS_MICRO_R	99.52
CATS_MICRO_F	99.52
CATS_MACRO_P	99.55
CATS_MACRO_R	99.48
CATS_MACRO_F	99.51
CATS_MACRO_AUC	100.00
TOK2VEC_LOSS	1022799.22
NER_LOSS	52929.76
TEXTCAT_LOSS	4.84