ner-roberta-es-clinical-trials-ner / predict_results.json
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{
"predict_Body_Part_f1": 0.7738927738927739,
"predict_Body_Part_number": 216,
"predict_Body_Part_precision": 0.7793427230046949,
"predict_Body_Part_recall": 0.7685185185185185,
"predict_Disease_f1": 0.7614973262032085,
"predict_Disease_number": 454,
"predict_Disease_precision": 0.7401247401247402,
"predict_Disease_recall": 0.7841409691629956,
"predict_Family_Member_f1": 0.7894736842105262,
"predict_Family_Member_number": 17,
"predict_Family_Member_precision": 0.7142857142857143,
"predict_Family_Member_recall": 0.8823529411764706,
"predict_Medication_f1": 0.896551724137931,
"predict_Medication_number": 56,
"predict_Medication_precision": 0.8666666666666667,
"predict_Medication_recall": 0.9285714285714286,
"predict_Procedure_f1": 0.6762177650429799,
"predict_Procedure_number": 177,
"predict_Procedure_precision": 0.686046511627907,
"predict_Procedure_recall": 0.6666666666666666,
"predict_loss": 0.2197796106338501,
"predict_overall_accuracy": 0.9283646888567294,
"predict_overall_f1": 0.757364756293519,
"predict_overall_precision": 0.7465681098204857,
"predict_overall_recall": 0.7684782608695652,
"predict_runtime": 5.4317,
"predict_samples_per_second": 81.927,
"predict_steps_per_second": 5.155
}