| Model: microsoft/codebert-base | |
| Trained on dataset: HID-APP/RD-Keystrokes-all-combined-clean-v3-1-training | |
| Dataset version: v3.1-repaired | |
| Full metadata repo: HID-APP/RD-Keystrokes-all-combined-clean-v3-1 | |
| Hub repo: HID-APP/codebert-rd-keystrokes-v3-1 | |
| Resume from checkpoint: /kaggle/working/outputs/codebert_rd_keystrokes_v3_1/checkpoint-3000 | |
| Validation metrics: | |
| { | |
| "eval_loss": 0.09398876130580902, | |
| "eval_accuracy": 0.9817034700315458, | |
| "eval_precision": 0.9698461538461538, | |
| "eval_recall": 0.9943217665615142, | |
| "eval_f1": 0.9819314641744549 | |
| } | |
| Test metrics: | |
| Accuracy : 0.983596 | |
| Precision: 0.972856 | |
| Recall : 0.994953 | |
| F1 : 0.983780 | |
| precision recall f1-score support | |
| benign 0.99 0.97 0.98 1585 | |
| malicious 0.97 0.99 0.98 1585 | |
| accuracy 0.98 3170 | |
| macro avg 0.98 0.98 0.98 3170 | |
| weighted avg 0.98 0.98 0.98 3170 | |