bc-multilabel-classifier / metrics.json
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{
"validation": {
"eval_loss": 0.5891359448432922,
"eval_hamming_loss": 0.056362699639361157,
"eval_exact_match": 0.8615146831530139,
"eval_adherent_precision": 0.7469244288224957,
"eval_adherent_recall": 0.7227891156462585,
"eval_adherent_f1": 0.7346585998271391,
"eval_adherent_accuracy": 0.9051004636785163,
"eval_non_adherent_precision": 0.8695652173913043,
"eval_non_adherent_recall": 0.935672514619883,
"eval_non_adherent_f1": 0.9014084507042254,
"eval_non_adherent_accuracy": 0.9891808346213292,
"eval_neutral_precision": 0.978328173374613,
"eval_neutral_recall": 0.9524447421299397,
"eval_neutral_f1": 0.9652129645341931,
"eval_neutral_accuracy": 0.9366306027820711,
"eval_precision_macro": 0.8649392731961377,
"eval_recall_macro": 0.870302124132027,
"eval_f1_macro": 0.8670933383551859,
"eval_precision_micro": 0.9368852459016394,
"eval_recall_micro": 0.9156208277703605,
"eval_f1_micro": 0.9261309925725861,
"eval_runtime": 5.213,
"eval_samples_per_second": 620.566,
"eval_steps_per_second": 51.794,
"epoch": 14.0
},
"test": {
"eval_loss": 0.5622028708457947,
"eval_hamming_loss": 0.05790829469345698,
"eval_exact_match": 0.8562596599690881,
"eval_adherent_precision": 0.7446808510638298,
"eval_adherent_recall": 0.741042345276873,
"eval_adherent_f1": 0.7428571428571429,
"eval_adherent_accuracy": 0.9026275115919629,
"eval_non_adherent_precision": 0.8734177215189873,
"eval_non_adherent_recall": 0.9139072847682119,
"eval_non_adherent_f1": 0.8932038834951457,
"eval_non_adherent_accuracy": 0.9897990726429675,
"eval_neutral_precision": 0.9777321000342583,
"eval_neutral_recall": 0.9503829503829504,
"eval_neutral_f1": 0.9638635596082404,
"eval_neutral_accuracy": 0.9338485316846986,
"eval_precision_macro": 0.8652768908723584,
"eval_recall_macro": 0.8684441934760118,
"eval_f1_macro": 0.8666415286535097,
"eval_precision_micro": 0.934652928416486,
"eval_recall_micro": 0.9148089171974523,
"eval_f1_micro": 0.9246244635193133,
"eval_runtime": 5.6695,
"eval_samples_per_second": 570.599,
"eval_steps_per_second": 47.623,
"epoch": 14.0
}
}