bc-not-coded-classifier / metrics.json
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{
"validation": {
"eval_loss": 0.2629397213459015,
"eval_accuracy": 0.9633719364395368,
"eval_f1": 0.8586278586278586,
"eval_precision": 0.8533057851239669,
"eval_recall": 0.8640167364016736,
"eval_f1_macro": 0.9187941273337312,
"eval_precision_macro": 0.9165878569472421,
"eval_recall_macro": 0.9210346433167564,
"eval_f1_coded": 0.9789603960396039,
"eval_f1_not_coded": 0.8586278586278586,
"eval_precision_coded": 0.9798699287705172,
"eval_precision_not_coded": 0.8533057851239669,
"eval_recall_coded": 0.9780525502318392,
"eval_recall_not_coded": 0.8640167364016736,
"eval_runtime": 20.9038,
"eval_samples_per_second": 177.623,
"eval_steps_per_second": 14.83,
"epoch": 13.0
},
"test": {
"eval_loss": 0.28457316756248474,
"eval_accuracy": 0.9641799084298411,
"eval_f1": 0.858359957401491,
"eval_precision": 0.8741865509761388,
"eval_recall": 0.8430962343096234,
"eval_f1_macro": 0.9189287069264276,
"eval_precision_macro": 0.9255619101744164,
"eval_recall_macro": 0.912583665841056,
"eval_f1_coded": 0.9794974564513642,
"eval_f1_not_coded": 0.858359957401491,
"eval_precision_coded": 0.9769372693726938,
"eval_precision_not_coded": 0.8741865509761388,
"eval_recall_coded": 0.9820710973724884,
"eval_recall_not_coded": 0.8430962343096234,
"eval_runtime": 21.5402,
"eval_samples_per_second": 172.375,
"eval_steps_per_second": 14.392,
"epoch": 13.0
},
"confusion_matrix": [
[
3177,
58
],
[
75,
403
]
]
}