| { | |
| "best_model": "svm", | |
| "models": { | |
| "svm": { | |
| "display_name": "SVM + TF-IDF", | |
| "f1": 0.7463, | |
| "precision": 0.7426, | |
| "recall": 0.75, | |
| "accuracy": 0.745, | |
| "confusion_matrix": [ | |
| [ | |
| 74, | |
| 26 | |
| ], | |
| [ | |
| 25, | |
| 75 | |
| ] | |
| ] | |
| }, | |
| "random_forest": { | |
| "display_name": "Random Forest + TF-IDF", | |
| "f1": 0.72, | |
| "precision": 0.72, | |
| "recall": 0.72, | |
| "accuracy": 0.72, | |
| "confusion_matrix": [ | |
| [ | |
| 72, | |
| 28 | |
| ], | |
| [ | |
| 28, | |
| 72 | |
| ] | |
| ] | |
| }, | |
| "wangchanberta": { | |
| "display_name": "WangchanBERTa (fine-tuned)", | |
| "f1": 0.7097, | |
| "precision": 0.6581, | |
| "recall": 0.77, | |
| "accuracy": 0.685, | |
| "confusion_matrix": [ | |
| [ | |
| 60, | |
| 40 | |
| ], | |
| [ | |
| 23, | |
| 77 | |
| ] | |
| ] | |
| } | |
| } | |
| } |