{ "dataset": "legacy-datasets/banking77", "full_train": { "rows": 10003, "classes_present": 77, "min_per_class": 35, "max_per_class": 187, "top_5": [ { "label": "card_payment_fee_charged", "count": 187 }, { "label": "direct_debit_payment_not_recognised", "count": 182 }, { "label": "balance_not_updated_after_cheque_or_cash_deposit", "count": 181 }, { "label": "wrong_amount_of_cash_received", "count": 180 }, { "label": "cash_withdrawal_charge", "count": 177 } ], "bottom_5": [ { "label": "lost_or_stolen_card", "count": 82 }, { "label": "card_swallowed", "count": 61 }, { "label": "card_acceptance", "count": 59 }, { "label": "virtual_card_not_working", "count": 41 }, { "label": "contactless_not_working", "count": 35 } ] }, "full_test": { "rows": 3080, "classes_present": 77, "min_per_class": 40, "max_per_class": 40, "top_5": [ { "label": "card_arrival", "count": 40 }, { "label": "card_linking", "count": 40 }, { "label": "exchange_rate", "count": 40 }, { "label": "card_payment_wrong_exchange_rate", "count": 40 }, { "label": "extra_charge_on_statement", "count": 40 } ], "bottom_5": [ { "label": "cash_withdrawal_charge", "count": 40 }, { "label": "card_about_to_expire", "count": 40 }, { "label": "apple_pay_or_google_pay", "count": 40 }, { "label": "verify_my_identity", "count": 40 }, { "label": "country_support", "count": 40 } ] }, "smoke_train": { "rows": 6036, "classes_present": 77, "min_per_class": 35, "max_per_class": 80, "top_5": [ { "label": "card_arrival", "count": 80 }, { "label": "card_linking", "count": 80 }, { "label": "exchange_rate", "count": 80 }, { "label": "card_payment_wrong_exchange_rate", "count": 80 }, { "label": "extra_charge_on_statement", "count": 80 } ], "bottom_5": [ { "label": "country_support", "count": 80 }, { "label": "card_swallowed", "count": 61 }, { "label": "card_acceptance", "count": 59 }, { "label": "virtual_card_not_working", "count": 41 }, { "label": "contactless_not_working", "count": 35 } ] }, "smoke_validation_from_train_remainder": { "rows": 1402, "classes_present": 73, "min_per_class": 2, "max_per_class": 20, "top_5": [ { "label": "apple_pay_or_google_pay", "count": 20 }, { "label": "declined_transfer", "count": 20 }, { "label": "card_payment_fee_charged", "count": 20 }, { "label": "verify_my_identity", "count": 20 }, { "label": "why_verify_identity", "count": 20 } ], "bottom_5": [ { "label": "top_up_limits", "count": 17 }, { "label": "receiving_money", "count": 15 }, { "label": "atm_support", "count": 7 }, { "label": "compromised_card", "count": 6 }, { "label": "lost_or_stolen_card", "count": 2 } ] }, "smoke_official_test": { "rows": 3080, "classes_present": 77, "min_per_class": 40, "max_per_class": 40, "top_5": [ { "label": "card_arrival", "count": 40 }, { "label": "card_linking", "count": 40 }, { "label": "exchange_rate", "count": 40 }, { "label": "card_payment_wrong_exchange_rate", "count": 40 }, { "label": "extra_charge_on_statement", "count": 40 } ], "bottom_5": [ { "label": "cash_withdrawal_charge", "count": 40 }, { "label": "card_about_to_expire", "count": 40 }, { "label": "apple_pay_or_google_pay", "count": 40 }, { "label": "verify_my_identity", "count": 40 }, { "label": "country_support", "count": 40 } ] }, "label_names": [ "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", "Refund_not_showing_up", "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" ], "samples": [ { "split": "train", "text": "I am still waiting on my card?", "label": 11, "label_name": "card_arrival" }, { "split": "train", "text": "how can i track card you sent", "label": 11, "label_name": "card_arrival" }, { "split": "train", "text": "My card rejected a cash withdrawal. Why?", "label": 26, "label_name": "declined_cash_withdrawal" }, { "split": "train", "text": "Which countries are represented?", "label": 24, "label_name": "country_support" } ] }