| { |
| "model_type": "char-ngram-tfidf-logreg", |
| "name": "Voice2Policy-Text-Router", |
| "version": "0.1.0", |
| "language": "ko", |
| "tfidf": { |
| "analyzer": "char_wb", |
| "ngram_range": [ |
| 1, |
| 4 |
| ], |
| "lowercase": true, |
| "sublinear_tf": true, |
| "norm": "l2", |
| "smooth_idf": true, |
| "n_features": 8716 |
| }, |
| "frame_head": { |
| "type": "multinomial logistic regression", |
| "n_classes": 10, |
| "C": 10.0 |
| }, |
| "slot_head": { |
| "type": "binary logistic regression", |
| "meaning": "a booking time/date or phone number was mentioned" |
| }, |
| "frame_labels": [ |
| [ |
| "delegate", |
| null, |
| null |
| ], |
| [ |
| "no_command", |
| null, |
| null |
| ], |
| [ |
| "tool", |
| "book", |
| null |
| ], |
| [ |
| "tool", |
| "confirm", |
| "booking" |
| ], |
| [ |
| "tool", |
| "confirm", |
| "order" |
| ], |
| [ |
| "tool", |
| "confirm", |
| null |
| ], |
| [ |
| "tool", |
| "decline", |
| "booking" |
| ], |
| [ |
| "tool", |
| "decline", |
| "order" |
| ], |
| [ |
| "tool", |
| "decline", |
| null |
| ], |
| [ |
| "tool", |
| "order", |
| null |
| ] |
| ], |
| "frame_label_fields": [ |
| "intent", |
| "action", |
| "kind" |
| ], |
| "intents": { |
| "tool": "a business tool request", |
| "no_command": "question/FAQ, narration, refusal, or nothing to do", |
| "delegate": "hand off to staff (refund, complaint, discount, medical, ask for owner)" |
| }, |
| "actions": { |
| "book": "create/update a booking draft", |
| "order": "add items to an order draft", |
| "confirm": "confirm a pending booking/order", |
| "decline": "cancel a pending booking/order" |
| }, |
| "training": { |
| "n_train_sentences": 10682, |
| "source": "synthetic Korean business commands (biz_train split)", |
| "train_seconds_cpu": 10.7 |
| }, |
| "source_sklearn": "1.9.1" |
| } |
