| { | |
| "model_type": "hv-intent-router", | |
| "architecture": "evolved-hypervector-word", | |
| "dimension": 2048, | |
| "vocabulary_size": 106, | |
| "num_intents": 5, | |
| "intent_labels": [ | |
| "greeting", | |
| "math", | |
| "reminder", | |
| "time", | |
| "weather" | |
| ], | |
| "num_parameters": 434176, | |
| "num_parameters_human": "434.2K", | |
| "codebook_bits": 434176, | |
| "codebook_bytes": 54272, | |
| "total_size_bytes": 71863, | |
| "encoding": "weighted-word-bag", | |
| "similarity": "cosine", | |
| "classifier": "weighted-knn-vote", | |
| "hyperparameters": { | |
| "n_augmented": 12, | |
| "n_codebooks": 2, | |
| "k_neighbours": 7, | |
| "n_query_aug": 2, | |
| "drop_threshold": 0.15, | |
| "aug_seed": 42 | |
| }, | |
| "metrics": { | |
| "cv_5fold_accuracy": 0.76, | |
| "cv_5fold_correct": 38, | |
| "cv_5fold_total": 50, | |
| "random_baseline": 0.2, | |
| "training_time_seconds": 0.6 | |
| }, | |
| "weights_file": "codebooks.npz" | |
| } |