| Model: bert-base-uncased | |
| Hub repo: HID-APP/bert-rd-keystrokes | |
| Validation metrics: | |
| { | |
| "eval_loss": 0.15841300785541534, | |
| "eval_accuracy": 0.9671551288529561, | |
| "eval_precision": 0.9712606139777923, | |
| "eval_recall": 0.9860742705570292, | |
| "eval_f1": 0.9786113853241197 | |
| } | |
| Test metrics: | |
| Accuracy : 0.977099 | |
| Precision: 0.978172 | |
| Recall : 0.991016 | |
| F1 : 0.984552 | |
| precision recall f1-score support | |
| benign 0.97 0.94 0.96 518 | |
| malicious 0.98 0.99 0.98 1447 | |
| accuracy 0.98 1965 | |
| macro avg 0.98 0.96 0.97 1965 | |
| weighted avg 0.98 0.98 0.98 1965 | |