File size: 1,621 Bytes
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"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"
} |