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Feature Description Note
Name en_kyc_nerre
Version 0.0.0 test run, official version will start from 1.xx.xx
spaCy >=3.6.1,<3.7.0
Default Pipeline transformer, ner
Components transformer, ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License n/a
Author hjiangAnthony

Purpose

Identifying PERSON, CRIME, and PROCECUTION entities; supporting relation extraction for the next step

Label Scheme

View label scheme (3 labels for 1 components)
Component Labels
ner CRIME, PERSON, PROCECUTION

Accuracy

Type Score
ENTS_F 73.68
ENTS_P 68.63
ENTS_R 79.55
TRANSFORMER_LOSS 12977.28
NER_LOSS 94024.87
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Evaluation results