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applied-ner-stage3-bert-tiny / artifacts /stage3_train_metrics.json
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{
"overall_precision": 0.9580712788259959,
"overall_recall": 0.9725990955041235,
"overall_f1": 0.9652805280528053,
"overall_accuracy": 0.9956925601429952,
"person_precision": 0.9903181189488244,
"person_recall": 0.9972144846796658,
"person_f1_score": 0.9937543372657877,
"person_support": 718.0,
"organization_precision": 0.9649484536082474,
"organization_recall": 0.972972972972973,
"organization_f1_score": 0.968944099378882,
"organization_support": 481.0,
"location_precision": 0.966804979253112,
"location_recall": 0.9789915966386554,
"location_f1_score": 0.9728601252609603,
"location_support": 476.0,
"timedate_precision": 0.9828767123287672,
"timedate_recall": 0.9845626072041166,
"timedate_f1_score": 0.9837189374464438,
"timedate_support": 583.0,
"product_precision": 0.9764705882352941,
"product_recall": 0.9651162790697675,
"product_f1_score": 0.9707602339181286,
"product_support": 430.0,
"workofart_precision": 0.9627791563275434,
"workofart_recall": 0.9675810473815462,
"workofart_f1_score": 0.9651741293532339,
"workofart_support": 401.0,
"job_precision": 0.8016997167138811,
"job_recall": 0.9012738853503185,
"job_f1_score": 0.8485757121439281,
"job_support": 314.0,
"amount_precision": 0.9584487534626038,
"amount_recall": 0.9719101123595506,
"amount_f1_score": 0.9651324965132496,
"amount_support": 356.0
}