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Running on Zero
Running on Zero
| { | |
| "accuracy": 0.9819819819819819, | |
| "macro_f1": 0.9669354838709677, | |
| "n_train": 331, | |
| "n_test": 111, | |
| "n_classes": 8, | |
| "classes": [ | |
| "agv_navigation", | |
| "equipment_maintenance", | |
| "general_faq", | |
| "inventory_check", | |
| "order_status", | |
| "picking_optimization", | |
| "safety_incident", | |
| "system_status" | |
| ], | |
| "classification_report": { | |
| "agv_navigation": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1-score": 1.0, | |
| "support": 15.0 | |
| }, | |
| "equipment_maintenance": { | |
| "precision": 0.9375, | |
| "recall": 1.0, | |
| "f1-score": 0.967741935483871, | |
| "support": 15.0 | |
| }, | |
| "general_faq": { | |
| "precision": 1.0, | |
| "recall": 0.6666666666666666, | |
| "f1-score": 0.8, | |
| "support": 6.0 | |
| }, | |
| "inventory_check": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1-score": 1.0, | |
| "support": 15.0 | |
| }, | |
| "order_status": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1-score": 1.0, | |
| "support": 15.0 | |
| }, | |
| "picking_optimization": { | |
| "precision": 0.9375, | |
| "recall": 1.0, | |
| "f1-score": 0.967741935483871, | |
| "support": 15.0 | |
| }, | |
| "safety_incident": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1-score": 1.0, | |
| "support": 15.0 | |
| }, | |
| "system_status": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1-score": 1.0, | |
| "support": 15.0 | |
| }, | |
| "accuracy": 0.9819819819819819, | |
| "macro avg": { | |
| "precision": 0.984375, | |
| "recall": 0.9583333333333333, | |
| "f1-score": 0.9669354838709677, | |
| "support": 111.0 | |
| }, | |
| "weighted avg": { | |
| "precision": 0.9831081081081081, | |
| "recall": 0.9819819819819819, | |
| "f1-score": 0.9804707933740191, | |
| "support": 111.0 | |
| } | |
| }, | |
| "n_generated_before_dedup": 442, | |
| "n_exact_duplicates_removed": 0, | |
| "duplicate_rate": 0.0, | |
| "train_test_exact_overlap": 0 | |
| } |