Text Classification
Scikit-learn
scikit-learn
skops
intent-classification
selective-classification
error-prediction
banking
advisory
PolyAI/banking77
Instructions to use ITheEqualizer/banking77-intent-error-predictor with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use ITheEqualizer/banking77-intent-error-predictor with Scikit-learn:
# ⚠️ Model filename not specified in config.json
- Notebooks
- Google Colab
- Kaggle
| { | |
| "advisory_only": true, | |
| "artifact": "model.skops", | |
| "artifact_sha256": "1d5a785c69b01135981c9052aa8d124cf3d423f7d15e558820502d37a18686b0", | |
| "input": { | |
| "language": "en", | |
| "maximum_characters": 512, | |
| "minimum_characters": 1, | |
| "type": "string" | |
| }, | |
| "labels": [ | |
| "Refund_not_showing_up", | |
| "activate_my_card", | |
| "age_limit", | |
| "apple_pay_or_google_pay", | |
| "atm_support", | |
| "automatic_top_up", | |
| "balance_not_updated_after_bank_transfer", | |
| "balance_not_updated_after_cheque_or_cash_deposit", | |
| "beneficiary_not_allowed", | |
| "cancel_transfer", | |
| "card_about_to_expire", | |
| "card_acceptance", | |
| "card_arrival", | |
| "card_delivery_estimate", | |
| "card_linking", | |
| "card_not_working", | |
| "card_payment_fee_charged", | |
| "card_payment_not_recognised", | |
| "card_payment_wrong_exchange_rate", | |
| "card_swallowed", | |
| "cash_withdrawal_charge", | |
| "cash_withdrawal_not_recognised", | |
| "change_pin", | |
| "compromised_card", | |
| "contactless_not_working", | |
| "country_support", | |
| "declined_card_payment", | |
| "declined_cash_withdrawal", | |
| "declined_transfer", | |
| "direct_debit_payment_not_recognised", | |
| "disposable_card_limits", | |
| "edit_personal_details", | |
| "exchange_charge", | |
| "exchange_rate", | |
| "exchange_via_app", | |
| "extra_charge_on_statement", | |
| "failed_transfer", | |
| "fiat_currency_support", | |
| "get_disposable_virtual_card", | |
| "get_physical_card", | |
| "getting_spare_card", | |
| "getting_virtual_card", | |
| "lost_or_stolen_card", | |
| "lost_or_stolen_phone", | |
| "order_physical_card", | |
| "passcode_forgotten", | |
| "pending_card_payment", | |
| "pending_cash_withdrawal", | |
| "pending_top_up", | |
| "pending_transfer", | |
| "pin_blocked", | |
| "receiving_money", | |
| "request_refund", | |
| "reverted_card_payment?", | |
| "supported_cards_and_currencies", | |
| "terminate_account", | |
| "top_up_by_bank_transfer_charge", | |
| "top_up_by_card_charge", | |
| "top_up_by_cash_or_cheque", | |
| "top_up_failed", | |
| "top_up_limits", | |
| "top_up_reverted", | |
| "topping_up_by_card", | |
| "transaction_charged_twice", | |
| "transfer_fee_charged", | |
| "transfer_into_account", | |
| "transfer_not_received_by_recipient", | |
| "transfer_timing", | |
| "unable_to_verify_identity", | |
| "verify_my_identity", | |
| "verify_source_of_funds", | |
| "verify_top_up", | |
| "virtual_card_not_working", | |
| "visa_or_mastercard", | |
| "why_verify_identity", | |
| "wrong_amount_of_cash_received", | |
| "wrong_exchange_rate_for_cash_withdrawal" | |
| ], | |
| "primary_artifact": "primary_baseline.skops", | |
| "primary_artifact_sha256": "f735dfa1e498fef3c6a0d0a87664cd2e77acaadc892af7875c7ab30148a0e020", | |
| "review_at_or_above_error_risk": 0.27443790545050933, | |
| "schema_version": "1.0", | |
| "score_semantics": "model-specific estimate that the bundled primary intent route is wrong" | |
| } | |