nerugm-seq_bn-rf64-1 / predict_results.json
apwic's picture
End of training
12a5b8d verified
{
"predict_LOCATION_f1": 0.9111617312072892,
"predict_LOCATION_number": 211,
"predict_LOCATION_precision": 0.8771929824561403,
"predict_LOCATION_recall": 0.9478672985781991,
"predict_ORGANIZATION_f1": 0.8013468013468014,
"predict_ORGANIZATION_number": 134,
"predict_ORGANIZATION_precision": 0.7300613496932515,
"predict_ORGANIZATION_recall": 0.8880597014925373,
"predict_PERSON_f1": 0.9248,
"predict_PERSON_number": 299,
"predict_PERSON_precision": 0.8865030674846626,
"predict_PERSON_recall": 0.9665551839464883,
"predict_QUANTITY_f1": 0.8130841121495327,
"predict_QUANTITY_number": 101,
"predict_QUANTITY_precision": 0.7699115044247787,
"predict_QUANTITY_recall": 0.8613861386138614,
"predict_TIME_f1": 0.8808290155440415,
"predict_TIME_number": 94,
"predict_TIME_precision": 0.8585858585858586,
"predict_TIME_recall": 0.9042553191489362,
"predict_loss": 0.05563684552907944,
"predict_overall_accuracy": 0.9816257816257816,
"predict_overall_f1": 0.8823529411764707,
"predict_overall_precision": 0.8396124865446717,
"predict_overall_recall": 0.929678188319428,
"predict_runtime": 0.7943,
"predict_samples_per_second": 590.448,
"predict_steps_per_second": 10.072
}