| { | |
| "system_names": [ | |
| "accounting", | |
| "communication", | |
| "enterprise_resource_planning", | |
| "knowledge_management", | |
| "project_management", | |
| "sales" | |
| ], | |
| "optimal_thresholds": [ | |
| 0.7796880006790161, | |
| 0.7162944078445435, | |
| 0.18759685754776, | |
| 0.664119303226471, | |
| 0.9837205410003662, | |
| 0.5630736947059631 | |
| ], | |
| "model_performance": { | |
| "hamming_loss": 0.07066666666666667, | |
| "subset_accuracy": 0.704, | |
| "macro_f1": 0.8169891027897243, | |
| "micro_f1": 0.8029739776951673 | |
| }, | |
| "training_info": { | |
| "total_queries": 621, | |
| "training_samples": 496, | |
| "test_samples": 125, | |
| "feature_dimensions": 500, | |
| "model_architecture": { | |
| "input_dim": 500, | |
| "hidden_dims": [ | |
| 256, | |
| 128, | |
| 64 | |
| ], | |
| "output_dim": 6 | |
| } | |
| }, | |
| "model_description": "Probabilistic multi-label classifier for business query routing", | |
| "version": "1.0.0", | |
| "framework": "PyTorch", | |
| "created_by": "Claude Code Assistant" | |
| } |