| { |
| "version": "1.0.0-tfidf", |
| "task": "severity", |
| "trained_at": "2026-04-17T09:55:55.918055", |
| "n_samples": 1055, |
| "n_train": 844, |
| "n_test": 211, |
| "unique_labels": [ |
| "Critical", |
| "High", |
| "Low", |
| "Medium" |
| ], |
| "label_distribution": { |
| "High": 145, |
| "Low": 627, |
| "Medium": 240, |
| "Critical": 43 |
| }, |
| "test_accuracy": 0.7014218009478673, |
| "cv_mean": 0.6589288800553059, |
| "cv_std": 0.2418511122683414, |
| "classification_report": { |
| "Critical": { |
| "precision": 0.6, |
| "recall": 0.3333333333333333, |
| "f1-score": 0.42857142857142855, |
| "support": 9.0 |
| }, |
| "High": { |
| "precision": 0.7241379310344828, |
| "recall": 0.7241379310344828, |
| "f1-score": 0.7241379310344828, |
| "support": 29.0 |
| }, |
| "Low": { |
| "precision": 0.9411764705882353, |
| "recall": 0.64, |
| "f1-score": 0.7619047619047619, |
| "support": 125.0 |
| }, |
| "Medium": { |
| "precision": 0.4782608695652174, |
| "recall": 0.9166666666666666, |
| "f1-score": 0.6285714285714286, |
| "support": 48.0 |
| }, |
| "accuracy": 0.7014218009478673, |
| "macro avg": { |
| "precision": 0.6858938177969839, |
| "recall": 0.6535344827586207, |
| "f1-score": 0.6357963875205255, |
| "support": 211.0 |
| }, |
| "weighted avg": { |
| "precision": 0.791486163804075, |
| "recall": 0.7014218009478673, |
| "f1-score": 0.7121642969984201, |
| "support": 211.0 |
| } |
| } |
| } |