magepol/en_generic

Feature	Description
Name	en_generic
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 (51 labels for 2 components)

Component	Labels
ner	AGE, BRAND, CAPACITY, CLOCK_SPEED, COLOR, CORE_COUNT, DECORATION, FEATURE, FIT, GEN, GENDER, GRAPHICS, GRAPHICS_RAM, LENGTH, MATERIAL, MEASUREMENT, MEASUREMENT_AREA, MODEL, MODEL_NUMBER, NECKLINE, OPERATING_SYSTEM, PATTERN, PROCESSOR, PROCESSOR_MODEL, PRODUCT_SERIES, RAM, RESOLUTION, SCREEN_SIZE, SCREEN_TYPE, SIZE, SLEEVE, STORAGE, STORAGE_TYPE, TAG, TYPE, ZIP
textcat	100, 187, 204, 207, 211, 212, 267, 325, 328, 2271, 2331, 5250, 5424, 5598, 6228

Accuracy

Type	Score
ENTS_F	84.68
ENTS_P	86.27
ENTS_R	83.15
CATS_SCORE	95.82
CATS_MICRO_P	96.90
CATS_MICRO_R	96.90
CATS_MICRO_F	96.90
CATS_MACRO_P	96.76
CATS_MACRO_R	95.22
CATS_MACRO_F	95.82
CATS_MACRO_AUC	99.85
TOK2VEC_LOSS	4855291.83
NER_LOSS	58817.60
TEXTCAT_LOSS	0.37