| { | |
| "model_name": "bert-base-uncased", | |
| "max_length": 466, | |
| "num_labels": 2, | |
| "epochs_trained": 1, | |
| "batch_size": 64, | |
| "learning_rate": 2e-05, | |
| "best_accuracy": 0.9453856968403337, | |
| "final_accuracy": 0.9453856968403337, | |
| "auc_score": 0.9939228407682139, | |
| "macro_f1": 0.9427710333848727, | |
| "weighted_f1": 0.9458933399827738, | |
| "training_duration": "3:39:06.163419", | |
| "training_timestamp": "2025-08-09T07:40:30.567858", | |
| "total_parameters": 109483778, | |
| "trainable_parameters": 592130, | |
| "class_weights": [ | |
| 0.7966578602790833, | |
| 1.3427214622497559 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 56477, | |
| 4683 | |
| ], | |
| [ | |
| 639, | |
| 35648 | |
| ] | |
| ], | |
| "classification_report": { | |
| "human_precision": 0.9888122417536243, | |
| "human_recall": 0.9234303466317855, | |
| "human_f1": 0.955003551016267, | |
| "ai_precision": 0.8838858446356401, | |
| "ai_recall": 0.9823903877421666, | |
| "ai_f1": 0.9305385157534782 | |
| } | |
| } |