adv
#1
by Azu-nyan - opened
This view is limited to 50 files because it contains too many changes. See the raw diff here.
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/LOADING_INSTRUCTIONS.md +0 -1
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/authored_challenge_predictions.csv +0 -31
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/checkpoint_best/classical_text_classifier.joblib +0 -3
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/checkpoint_manifest.json +0 -28
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_calibration.png +0 -0
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_classification_report.csv +0 -81
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_confusion_matrices.png +0 -0
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_confusion_normalized.csv +0 -78
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_confusion_raw.csv +0 -78
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_metrics.json +0 -8
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_predictions.csv +0 -0
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_probabilities.npy +0 -3
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_top_confusion_pairs.csv +0 -51
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_tp_tn_fp_fn.csv +0 -78
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_weakest_intents.csv +0 -21
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_calibration.png +0 -0
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_classification_report.csv +0 -81
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_confusion_matrices.png +0 -0
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_confusion_normalized.csv +0 -78
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_confusion_raw.csv +0 -78
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_metrics.json +0 -8
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_predictions.csv +0 -0
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_probabilities.npy +0 -3
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_top_confusion_pairs.csv +0 -51
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_tp_tn_fp_fn.csv +0 -78
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_weakest_intents.csv +0 -21
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/experiment_config.json +0 -25
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/hardware_telemetry.csv +0 -3
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/label_mapping.csv +0 -78
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/reload_verification.json +0 -24
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/result_manifest.json +0 -132
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/smoke_predictions.csv +0 -13
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/validation_metrics.json +0 -9
- FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/validation_probabilities.npy +0 -3
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/LOADING_INSTRUCTIONS.md +0 -1
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/authored_challenge_predictions.csv +0 -31
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/config.json +0 -203
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/model.safetensors +0 -3
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/special_tokens_map.json +0 -37
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/tokenizer.json +0 -0
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/tokenizer_config.json +0 -945
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_manifest.json +0 -28
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_calibration.png +0 -0
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_classification_report.csv +0 -81
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_confusion_matrices.png +0 -0
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_confusion_normalized.csv +0 -78
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_confusion_raw.csv +0 -78
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_metrics.json +0 -8
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_predictions.csv +0 -0
- FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_probabilities.npy +0 -3
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/LOADING_INSTRUCTIONS.md
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Load checkpoint_best/classical_text_classifier.joblib with joblib; call features.transform then classifier.predict_proba.
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/authored_challenge_predictions.csv
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source,text,true_id,true_category,predicted_id,predicted_category,correct,confidence,top2_category,top3_category
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authored_challenge,My physical card still has not arrived after two weeks,0,card_arrival,0,card_arrival,True,0.7656745098862948,transfer_not_received_by_recipient,reverted_card_payment?
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authored_challenge,How do I connect a replacement card to the app,1,card_linking,35,compromised_card,False,0.4958513431232106,card_linking,exchange_via_app
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authored_challenge,What exchange rate will I receive today,2,exchange_rate,2,exchange_rate,True,0.9042823085831762,card_payment_wrong_exchange_rate,card_not_working
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authored_challenge,The card purchase used the wrong currency conversion,3,card_payment_wrong_exchange_rate,3,card_payment_wrong_exchange_rate,True,0.6587647463687483,compromised_card,card_payment_fee_charged
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authored_challenge,There is a small unexplained extra card statement charge,4,extra_charge_on_statement,4,extra_charge_on_statement,True,0.9039732028604505,card_payment_not_recognised,getting_spare_card
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authored_challenge,My ATM withdrawal has been pending since yesterday,5,pending_cash_withdrawal,5,pending_cash_withdrawal,True,0.8243974538165096,pending_card_payment,cash_withdrawal_charge
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authored_challenge,Which cash currencies can I hold,6,fiat_currency_support,6,fiat_currency_support,True,0.9222522529733337,supported_cards_and_currencies,wrong_exchange_rate_for_cash_withdrawal
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authored_challenge,When should my new bank card be delivered,7,card_delivery_estimate,0,card_arrival,False,0.5922255684472385,card_delivery_estimate,card_about_to_expire
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authored_challenge,Please stop automatic top ups,8,automatic_top_up,8,automatic_top_up,True,0.847884635345422,top_up_reverted,cancel_transfer
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authored_challenge,The card is activated but every shop rejects it,9,card_not_working,71,activate_my_card,False,0.6345340470952262,declined_card_payment,card_acceptance
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authored_challenge,I lost my wallet with the card inside,11,lost_or_stolen_card,11,lost_or_stolen_card,True,0.4680246925834212,cash_withdrawal_not_recognised,topping_up_by_card
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authored_challenge,Too many wrong PIN attempts locked my card,13,pin_blocked,13,pin_blocked,True,0.8379087874701266,card_not_working,card_payment_wrong_exchange_rate
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authored_challenge,Tap to pay suddenly stopped working,14,contactless_not_working,54,beneficiary_not_allowed,False,0.42005863770145896,card_not_working,declined_cash_withdrawal
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authored_challenge,A recipient says my transfer never arrived,21,transfer_not_received_by_recipient,21,transfer_not_received_by_recipient,True,0.8772106783862346,declined_transfer,card_arrival
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authored_challenge,A card top up disappeared and was returned,25,top_up_reverted,25,top_up_reverted,True,0.686087566272832,topping_up_by_card,reverted_card_payment?
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authored_challenge,I do not recognize this card purchase,27,card_payment_not_recognised,27,card_payment_not_recognised,True,0.791707831358145,cash_withdrawal_not_recognised,request_refund
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authored_challenge,The cash machine rejected my withdrawal,39,declined_cash_withdrawal,5,pending_cash_withdrawal,False,0.4488702829677182,declined_cash_withdrawal,wrong_exchange_rate_for_cash_withdrawal
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authored_challenge,My card payment is still marked pending,40,pending_card_payment,40,pending_card_payment,True,0.895390524706868,declined_card_payment,pending_transfer
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authored_challenge,My phone was stolen and it contains the banking app,41,lost_or_stolen_phone,41,lost_or_stolen_phone,True,0.9198096590624739,contactless_not_working,top_up_reverted
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authored_challenge,The transfer was declined before it left,43,declined_transfer,43,declined_transfer,True,0.902554311864333,cancel_transfer,transfer_timing
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authored_challenge,A card purchase was declined,45,declined_card_payment,45,declined_card_payment,True,0.47609739877895896,declined_transfer,card_payment_wrong_exchange_rate
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authored_challenge,The ATM swallowed and kept my card,48,card_swallowed,48,card_swallowed,True,0.9316618390016327,wrong_amount_of_cash_received,declined_card_payment
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authored_challenge,I was charged twice for one transaction,49,transaction_charged_twice,49,transaction_charged_twice,True,0.9308131254993416,cash_withdrawal_charge,direct_debit_payment_not_recognised
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authored_challenge,How long will this bank transfer take,51,transfer_timing,67,balance_not_updated_after_bank_transfer,False,0.636098358566458,transfer_into_account,pending_transfer
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authored_challenge,The beneficiary cannot be selected for a transfer,54,beneficiary_not_allowed,54,beneficiary_not_allowed,True,0.9096915983403934,top_up_by_bank_transfer_charge,transfer_timing
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authored_challenge,Why did you charge a transfer fee,55,transfer_fee_charged,55,transfer_fee_charged,True,0.8697336895324806,top_up_by_bank_transfer_charge,failed_transfer
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authored_challenge,My virtual card will not work online,63,virtual_card_not_working,63,virtual_card_not_working,True,0.7374017779230956,getting_virtual_card,get_disposable_virtual_card
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authored_challenge,The ATM gave a terrible exchange rate,64,wrong_exchange_rate_for_cash_withdrawal,2,exchange_rate,False,0.5169808147245128,wrong_exchange_rate_for_cash_withdrawal,card_swallowed
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authored_challenge,A cash withdrawal appears that I never made,68,cash_withdrawal_not_recognised,68,cash_withdrawal_not_recognised,True,0.5429653217106277,pending_cash_withdrawal,cash_withdrawal_charge
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authored_challenge,"My card expires next month, what happens now",73,card_about_to_expire,73,card_about_to_expire,True,0.9184332051735534,reverted_card_payment?,card_not_working
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/checkpoint_best/classical_text_classifier.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:10fb30e1f0c624328eda64988a0f4d20a5e120bdedf4f62d67d604eb5b63727b
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size 12093030
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/checkpoint_manifest.json
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{
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"best_epoch": null,
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"last_epoch": null,
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"best_metrics": {
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"macro_f1": 0.8974574074844777,
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"accuracy": 0.8991989319092123,
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"weighted_f1": 0.8996093423965072,
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"top3_accuracy": 0.9639519359145527,
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"log_loss": 0.4930543739270963,
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"bottom_quartile_intent_f1": 0.7901206448347601,
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"probabilities_sha256": "7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40"
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},
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"last_metrics": {
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"macro_f1": 0.8974574074844777,
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"accuracy": 0.8991989319092123,
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"weighted_f1": 0.8996093423965072,
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"top3_accuracy": 0.9639519359145527,
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"log_loss": 0.4930543739270963,
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"bottom_quartile_intent_f1": 0.7901206448347601,
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"probabilities_sha256": "7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40"
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},
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"best_weight_sha256": "10fb30e1f0c624328eda64988a0f4d20a5e120bdedf4f62d67d604eb5b63727b",
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"last_weight_sha256": "10fb30e1f0c624328eda64988a0f4d20a5e120bdedf4f62d67d604eb5b63727b",
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"best_bytes": 12093030,
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"last_bytes": 12093030,
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"identical_weights": true,
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"hardlink_deduplicated": true
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}
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_calibration.png
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Binary file (64.4 kB)
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_classification_report.csv
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,precision,recall,f1-score,support
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card_arrival,0.7407407407407407,0.8695652173913043,0.7999999999999999,23.0
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card_linking,0.95,0.9047619047619048,0.9268292682926829,21.0
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exchange_rate,0.8666666666666667,0.7647058823529411,0.8125,17.0
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card_payment_wrong_exchange_rate,0.92,0.92,0.92,25.0
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extra_charge_on_statement,0.88,0.88,0.88,25.0
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pending_cash_withdrawal,1.0,0.8095238095238095,0.8947368421052632,21.0
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fiat_currency_support,0.9047619047619048,1.0,0.9500000000000001,19.0
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card_delivery_estimate,0.8235294117647058,0.8235294117647058,0.8235294117647058,17.0
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automatic_top_up,0.9473684210526315,0.9473684210526315,0.9473684210526315,19.0
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card_not_working,0.9333333333333333,0.8235294117647058,0.8749999999999999,17.0
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exchange_via_app,1.0,0.8333333333333334,0.9090909090909091,18.0
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lost_or_stolen_card,0.5882352941176471,0.8333333333333334,0.6896551724137931,12.0
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age_limit,1.0,1.0,1.0,16.0
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pin_blocked,0.9444444444444444,1.0,0.9714285714285714,17.0
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contactless_not_working,1.0,0.8,0.888888888888889,5.0
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top_up_by_bank_transfer_charge,0.8125,0.7647058823529411,0.787878787878788,17.0
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pending_top_up,0.9090909090909091,0.9090909090909091,0.9090909090909091,22.0
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cancel_transfer,0.92,0.9583333333333334,0.9387755102040817,24.0
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top_up_limits,0.9375,1.0,0.967741935483871,15.0
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wrong_amount_of_cash_received,0.9565217391304348,0.8148148148148148,0.8800000000000001,27.0
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card_payment_fee_charged,0.9642857142857143,0.9642857142857143,0.9642857142857143,28.0
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transfer_not_received_by_recipient,0.7307692307692307,0.7307692307692307,0.7307692307692306,26.0
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supported_cards_and_currencies,0.9375,0.7894736842105263,0.8571428571428572,19.0
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getting_virtual_card,0.9375,1.0,0.967741935483871,15.0
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card_acceptance,0.6666666666666666,0.8888888888888888,0.761904761904762,9.0
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top_up_reverted,0.8333333333333334,0.9090909090909091,0.8695652173913043,22.0
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balance_not_updated_after_cheque_or_cash_deposit,0.9615384615384616,0.9259259259259259,0.9433962264150944,27.0
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card_payment_not_recognised,0.92,0.92,0.92,25.0
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edit_personal_details,1.0,0.9444444444444444,0.9714285714285714,18.0
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why_verify_identity,0.8888888888888888,0.8888888888888888,0.8888888888888888,18.0
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unable_to_verify_identity,0.6818181818181818,1.0,0.8108108108108109,15.0
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get_physical_card,0.9411764705882353,1.0,0.9696969696969697,16.0
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visa_or_mastercard,1.0,1.0,1.0,20.0
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topping_up_by_card,0.7368421052631579,0.9333333333333333,0.8235294117647058,15.0
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disposable_card_limits,1.0,0.9444444444444444,0.9714285714285714,18.0
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compromised_card,0.5882352941176471,0.7692307692307693,0.6666666666666667,13.0
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atm_support,1.0,0.7692307692307693,0.8695652173913044,13.0
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direct_debit_payment_not_recognised,0.9615384615384616,0.9259259259259259,0.9433962264150944,27.0
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| 40 |
-
passcode_forgotten,1.0,0.9375,0.967741935483871,16.0
|
| 41 |
-
declined_cash_withdrawal,0.8275862068965517,0.9230769230769231,0.8727272727272727,26.0
|
| 42 |
-
pending_card_payment,0.8888888888888888,1.0,0.9411764705882353,24.0
|
| 43 |
-
lost_or_stolen_phone,0.9444444444444444,0.9444444444444444,0.9444444444444444,18.0
|
| 44 |
-
request_refund,1.0,0.88,0.9361702127659575,25.0
|
| 45 |
-
declined_transfer,0.8095238095238095,0.85,0.8292682926829269,20.0
|
| 46 |
-
Refund_not_showing_up,0.9583333333333334,0.9583333333333334,0.9583333333333334,24.0
|
| 47 |
-
declined_card_payment,0.875,0.9130434782608695,0.8936170212765957,23.0
|
| 48 |
-
pending_transfer,0.9375,0.6818181818181818,0.7894736842105263,22.0
|
| 49 |
-
terminate_account,1.0,0.9375,0.967741935483871,16.0
|
| 50 |
-
card_swallowed,0.8888888888888888,0.8888888888888888,0.8888888888888888,9.0
|
| 51 |
-
transaction_charged_twice,1.0,0.9615384615384616,0.9803921568627451,26.0
|
| 52 |
-
verify_source_of_funds,0.8947368421052632,1.0,0.9444444444444444,17.0
|
| 53 |
-
transfer_timing,0.8333333333333334,0.7894736842105263,0.8108108108108109,19.0
|
| 54 |
-
reverted_card_payment?,0.9583333333333334,0.9583333333333334,0.9583333333333334,24.0
|
| 55 |
-
change_pin,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
|
| 56 |
-
beneficiary_not_allowed,1.0,0.8695652173913043,0.9302325581395349,23.0
|
| 57 |
-
transfer_fee_charged,0.8064516129032258,0.9615384615384616,0.8771929824561403,26.0
|
| 58 |
-
receiving_money,0.9285714285714286,0.9285714285714286,0.9285714285714286,14.0
|
| 59 |
-
failed_transfer,0.782608695652174,0.8571428571428571,0.8181818181818182,21.0
|
| 60 |
-
transfer_into_account,0.8888888888888888,0.9411764705882353,0.9142857142857143,17.0
|
| 61 |
-
verify_top_up,1.0,1.0,1.0,19.0
|
| 62 |
-
getting_spare_card,1.0,0.8947368421052632,0.9444444444444444,19.0
|
| 63 |
-
top_up_by_cash_or_cheque,0.8947368421052632,1.0,0.9444444444444444,17.0
|
| 64 |
-
order_physical_card,1.0,0.9444444444444444,0.9714285714285714,18.0
|
| 65 |
-
virtual_card_not_working,1.0,1.0,1.0,6.0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0.8695652173913043,0.8333333333333334,0.851063829787234,24.0
|
| 67 |
-
get_disposable_virtual_card,0.9333333333333333,0.9333333333333333,0.9333333333333333,15.0
|
| 68 |
-
top_up_failed,0.8571428571428571,0.8181818181818182,0.8372093023255814,22.0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0.7777777777777778,0.8076923076923077,0.7924528301886792,26.0
|
| 70 |
-
cash_withdrawal_not_recognised,0.8461538461538461,0.9166666666666666,0.8799999999999999,24.0
|
| 71 |
-
exchange_charge,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
|
| 72 |
-
top_up_by_card_charge,0.9333333333333333,0.8235294117647058,0.8749999999999999,17.0
|
| 73 |
-
activate_my_card,1.0,1.0,1.0,24.0
|
| 74 |
-
cash_withdrawal_charge,0.84375,1.0,0.9152542372881356,27.0
|
| 75 |
-
card_about_to_expire,1.0,0.8947368421052632,0.9444444444444444,19.0
|
| 76 |
-
apple_pay_or_google_pay,1.0,0.8947368421052632,0.9444444444444444,19.0
|
| 77 |
-
verify_my_identity,0.8888888888888888,0.5,0.64,16.0
|
| 78 |
-
country_support,0.9473684210526315,0.9473684210526315,0.9473684210526315,19.0
|
| 79 |
-
accuracy,0.8991989319092123,0.8991989319092123,0.8991989319092123,0.8991989319092123
|
| 80 |
-
macro avg,0.9049646602471514,0.8977793740031234,0.8974574074844777,1498.0
|
| 81 |
-
weighted avg,0.9067812838066827,0.8991989319092123,0.8996093423965072,1498.0
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_confusion_matrices.png
DELETED
|
Binary file (51.7 kB)
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_confusion_normalized.csv
DELETED
|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
,card_arrival,card_linking,exchange_rate,card_payment_wrong_exchange_rate,extra_charge_on_statement,pending_cash_withdrawal,fiat_currency_support,card_delivery_estimate,automatic_top_up,card_not_working,exchange_via_app,lost_or_stolen_card,age_limit,pin_blocked,contactless_not_working,top_up_by_bank_transfer_charge,pending_top_up,cancel_transfer,top_up_limits,wrong_amount_of_cash_received,card_payment_fee_charged,transfer_not_received_by_recipient,supported_cards_and_currencies,getting_virtual_card,card_acceptance,top_up_reverted,balance_not_updated_after_cheque_or_cash_deposit,card_payment_not_recognised,edit_personal_details,why_verify_identity,unable_to_verify_identity,get_physical_card,visa_or_mastercard,topping_up_by_card,disposable_card_limits,compromised_card,atm_support,direct_debit_payment_not_recognised,passcode_forgotten,declined_cash_withdrawal,pending_card_payment,lost_or_stolen_phone,request_refund,declined_transfer,Refund_not_showing_up,declined_card_payment,pending_transfer,terminate_account,card_swallowed,transaction_charged_twice,verify_source_of_funds,transfer_timing,reverted_card_payment?,change_pin,beneficiary_not_allowed,transfer_fee_charged,receiving_money,failed_transfer,transfer_into_account,verify_top_up,getting_spare_card,top_up_by_cash_or_cheque,order_physical_card,virtual_card_not_working,wrong_exchange_rate_for_cash_withdrawal,get_disposable_virtual_card,top_up_failed,balance_not_updated_after_bank_transfer,cash_withdrawal_not_recognised,exchange_charge,top_up_by_card_charge,activate_my_card,cash_withdrawal_charge,card_about_to_expire,apple_pay_or_google_pay,verify_my_identity,country_support
|
| 2 |
-
card_arrival,0.8695652173913043,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.08695652173913043,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 3 |
-
card_linking,0.0,0.9047619047619048,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 4 |
-
exchange_rate,0.0,0.0,0.7647058823529411,0.058823529411764705,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 5 |
-
card_payment_wrong_exchange_rate,0.0,0.0,0.04,0.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 6 |
-
extra_charge_on_statement,0.0,0.0,0.0,0.0,0.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 7 |
-
pending_cash_withdrawal,0.0,0.0,0.0,0.0,0.0,0.8095238095238095,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.09523809523809523,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 8 |
-
fiat_currency_support,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 9 |
-
card_delivery_estimate,0.11764705882352941,0.0,0.0,0.0,0.0,0.0,0.0,0.8235294117647058,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 10 |
-
automatic_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 11 |
-
card_not_working,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.8235294117647058,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 12 |
-
exchange_via_app,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8333333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 13 |
-
lost_or_stolen_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8333333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08333333333333333,0.0,0.08333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 14 |
-
age_limit,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 15 |
-
pin_blocked,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 16 |
-
contactless_not_working,0.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 17 |
-
top_up_by_bank_transfer_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7647058823529411,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.17647058823529413,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0
|
| 18 |
-
pending_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 19 |
-
cancel_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 20 |
-
top_up_limits,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 21 |
-
wrong_amount_of_cash_received,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.8148148148148148,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07407407407407407,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.0
|
| 22 |
-
card_payment_fee_charged,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9642857142857143,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03571428571428571,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 23 |
-
transfer_not_received_by_recipient,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7307692307692307,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 24 |
-
supported_cards_and_currencies,0.0,0.0,0.0,0.0,0.0,0.0,0.10526315789473684,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7894736842105263,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0
|
| 25 |
-
getting_virtual_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 26 |
-
card_acceptance,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111111111111,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 27 |
-
top_up_reverted,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.9259259259259259,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 29 |
-
card_payment_not_recognised,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 30 |
-
edit_personal_details,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 31 |
-
why_verify_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 32 |
-
unable_to_verify_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 33 |
-
get_physical_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 34 |
-
visa_or_mastercard,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 35 |
-
topping_up_by_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06666666666666667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 36 |
-
disposable_card_limits,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 37 |
-
compromised_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.15384615384615385,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 38 |
-
atm_support,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0
|
| 39 |
-
direct_debit_payment_not_recognised,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.037037037037037035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9259259259259259,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 40 |
-
passcode_forgotten,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 41 |
-
declined_cash_withdrawal,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9230769230769231,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 42 |
-
pending_card_payment,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 43 |
-
lost_or_stolen_phone,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 44 |
-
request_refund,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.88,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 45 |
-
declined_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.85,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 46 |
-
Refund_not_showing_up,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 47 |
-
declined_card_payment,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9130434782608695,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 48 |
-
pending_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.18181818181818182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.6818181818181818,0.0,0.0,0.0,0.0,0.09090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 49 |
-
terminate_account,0.0,0.0,0.0,0.0,0.0625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 50 |
-
card_swallowed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111111111111,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 51 |
-
transaction_charged_twice,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9615384615384616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0
|
| 52 |
-
verify_source_of_funds,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 53 |
-
transfer_timing,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7894736842105263,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.10526315789473684,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 54 |
-
reverted_card_payment?,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 55 |
-
change_pin,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 56 |
-
beneficiary_not_allowed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8695652173913043,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 57 |
-
transfer_fee_charged,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9615384615384616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 58 |
-
receiving_money,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9285714285714286,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07142857142857142
|
| 59 |
-
failed_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8571428571428571,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 60 |
-
transfer_into_account,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9411764705882353,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 61 |
-
verify_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 62 |
-
getting_spare_card,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8947368421052632,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 63 |
-
top_up_by_cash_or_cheque,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 64 |
-
order_physical_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 65 |
-
virtual_card_not_working,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8333333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08333333333333333,0.0,0.0,0.0,0.0
|
| 67 |
-
get_disposable_virtual_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06666666666666667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 68 |
-
top_up_failed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.09090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.8181818181818182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8076923076923077,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 70 |
-
cash_withdrawal_not_recognised,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9166666666666666,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 71 |
-
exchange_charge,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 72 |
-
top_up_by_card_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8235294117647058,0.0,0.0,0.0,0.0,0.0,0.0
|
| 73 |
-
activate_my_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0
|
| 74 |
-
cash_withdrawal_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0
|
| 75 |
-
card_about_to_expire,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8947368421052632,0.0,0.0,0.0
|
| 76 |
-
apple_pay_or_google_pay,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8947368421052632,0.0,0.0
|
| 77 |
-
verify_my_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.125,0.3125,0.0,0.0,0.0,0.0,0.0625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0
|
| 78 |
-
country_support,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_confusion_raw.csv
DELETED
|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
,card_arrival,card_linking,exchange_rate,card_payment_wrong_exchange_rate,extra_charge_on_statement,pending_cash_withdrawal,fiat_currency_support,card_delivery_estimate,automatic_top_up,card_not_working,exchange_via_app,lost_or_stolen_card,age_limit,pin_blocked,contactless_not_working,top_up_by_bank_transfer_charge,pending_top_up,cancel_transfer,top_up_limits,wrong_amount_of_cash_received,card_payment_fee_charged,transfer_not_received_by_recipient,supported_cards_and_currencies,getting_virtual_card,card_acceptance,top_up_reverted,balance_not_updated_after_cheque_or_cash_deposit,card_payment_not_recognised,edit_personal_details,why_verify_identity,unable_to_verify_identity,get_physical_card,visa_or_mastercard,topping_up_by_card,disposable_card_limits,compromised_card,atm_support,direct_debit_payment_not_recognised,passcode_forgotten,declined_cash_withdrawal,pending_card_payment,lost_or_stolen_phone,request_refund,declined_transfer,Refund_not_showing_up,declined_card_payment,pending_transfer,terminate_account,card_swallowed,transaction_charged_twice,verify_source_of_funds,transfer_timing,reverted_card_payment?,change_pin,beneficiary_not_allowed,transfer_fee_charged,receiving_money,failed_transfer,transfer_into_account,verify_top_up,getting_spare_card,top_up_by_cash_or_cheque,order_physical_card,virtual_card_not_working,wrong_exchange_rate_for_cash_withdrawal,get_disposable_virtual_card,top_up_failed,balance_not_updated_after_bank_transfer,cash_withdrawal_not_recognised,exchange_charge,top_up_by_card_charge,activate_my_card,cash_withdrawal_charge,card_about_to_expire,apple_pay_or_google_pay,verify_my_identity,country_support
|
| 2 |
-
card_arrival,20,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 3 |
-
card_linking,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 4 |
-
exchange_rate,0,0,13,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 5 |
-
card_payment_wrong_exchange_rate,0,0,1,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 6 |
-
extra_charge_on_statement,0,0,0,0,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 7 |
-
pending_cash_withdrawal,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0
|
| 8 |
-
fiat_currency_support,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 9 |
-
card_delivery_estimate,2,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 10 |
-
automatic_top_up,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
|
| 11 |
-
card_not_working,0,0,0,0,0,0,0,1,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 12 |
-
exchange_via_app,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0
|
| 13 |
-
lost_or_stolen_card,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 14 |
-
age_limit,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 15 |
-
pin_blocked,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 16 |
-
contactless_not_working,1,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 17 |
-
top_up_by_bank_transfer_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
|
| 18 |
-
pending_top_up,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 19 |
-
cancel_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 20 |
-
top_up_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 21 |
-
wrong_amount_of_cash_received,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
|
| 22 |
-
card_payment_fee_charged,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 23 |
-
transfer_not_received_by_recipient,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0
|
| 24 |
-
supported_cards_and_currencies,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 25 |
-
getting_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 26 |
-
card_acceptance,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 27 |
-
top_up_reverted,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 29 |
-
card_payment_not_recognised,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 30 |
-
edit_personal_details,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 31 |
-
why_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 32 |
-
unable_to_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 33 |
-
get_physical_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 34 |
-
visa_or_mastercard,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 35 |
-
topping_up_by_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 36 |
-
disposable_card_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 37 |
-
compromised_card,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 38 |
-
atm_support,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 39 |
-
direct_debit_payment_not_recognised,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 40 |
-
passcode_forgotten,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 41 |
-
declined_cash_withdrawal,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 42 |
-
pending_card_payment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 43 |
-
lost_or_stolen_phone,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 44 |
-
request_refund,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 45 |
-
declined_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 46 |
-
Refund_not_showing_up,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 47 |
-
declined_card_payment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 48 |
-
pending_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,15,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 49 |
-
terminate_account,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 50 |
-
card_swallowed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 51 |
-
transaction_charged_twice,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 52 |
-
verify_source_of_funds,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 53 |
-
transfer_timing,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,15,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0
|
| 54 |
-
reverted_card_payment?,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 55 |
-
change_pin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 56 |
-
beneficiary_not_allowed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,20,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 57 |
-
transfer_fee_charged,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 58 |
-
receiving_money,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
|
| 59 |
-
failed_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 60 |
-
transfer_into_account,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 61 |
-
verify_top_up,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 62 |
-
getting_spare_card,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 63 |
-
top_up_by_cash_or_cheque,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 64 |
-
order_physical_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 65 |
-
virtual_card_not_working,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,2,0,0,0,0
|
| 67 |
-
get_disposable_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0
|
| 68 |
-
top_up_failed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,21,0,0,0,0,0,0,0,0,0
|
| 70 |
-
cash_withdrawal_not_recognised,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,0,0,0,0,0,0,0
|
| 71 |
-
exchange_charge,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0
|
| 72 |
-
top_up_by_card_charge,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0
|
| 73 |
-
activate_my_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0
|
| 74 |
-
cash_withdrawal_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,0,0,0,0
|
| 75 |
-
card_about_to_expire,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0
|
| 76 |
-
apple_pay_or_google_pay,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,17,0,0
|
| 77 |
-
verify_my_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,5,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0
|
| 78 |
-
country_support,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_metrics.json
DELETED
|
@@ -1,8 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"macro_f1": 0.8974574074844777,
|
| 3 |
-
"accuracy": 0.8991989319092123,
|
| 4 |
-
"weighted_f1": 0.8996093423965072,
|
| 5 |
-
"top3_accuracy": 0.9639519359145527,
|
| 6 |
-
"log_loss": 0.4930543739270963,
|
| 7 |
-
"bottom_quartile_intent_f1": 0.7901206448347601
|
| 8 |
-
}
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_predictions.csv
DELETED
|
The diff for this file is too large to render.
See raw diff
|
|
|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_probabilities.npy
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40
|
| 3 |
-
size 461512
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_top_confusion_pairs.csv
DELETED
|
@@ -1,51 +0,0 @@
|
|
| 1 |
-
true_intent,predicted_intent,count,fraction_of_true_intent
|
| 2 |
-
verify_my_identity,unable_to_verify_identity,5,0.3125
|
| 3 |
-
pending_transfer,transfer_not_received_by_recipient,4,0.18181818181818182
|
| 4 |
-
top_up_by_bank_transfer_charge,transfer_fee_charged,3,0.17647058823529413
|
| 5 |
-
compromised_card,lost_or_stolen_card,2,0.15384615384615385
|
| 6 |
-
verify_my_identity,why_verify_identity,2,0.125
|
| 7 |
-
card_delivery_estimate,card_arrival,2,0.11764705882352941
|
| 8 |
-
supported_cards_and_currencies,fiat_currency_support,2,0.10526315789473684
|
| 9 |
-
transfer_timing,balance_not_updated_after_bank_transfer,2,0.10526315789473684
|
| 10 |
-
declined_transfer,declined_card_payment,2,0.1
|
| 11 |
-
pending_cash_withdrawal,cash_withdrawal_not_recognised,2,0.09523809523809523
|
| 12 |
-
pending_transfer,transfer_timing,2,0.09090909090909091
|
| 13 |
-
top_up_failed,top_up_reverted,2,0.09090909090909091
|
| 14 |
-
card_arrival,lost_or_stolen_card,2,0.08695652173913043
|
| 15 |
-
wrong_exchange_rate_for_cash_withdrawal,cash_withdrawal_charge,2,0.08333333333333333
|
| 16 |
-
extra_charge_on_statement,card_payment_not_recognised,2,0.08
|
| 17 |
-
transfer_not_received_by_recipient,failed_transfer,2,0.07692307692307693
|
| 18 |
-
transfer_not_received_by_recipient,balance_not_updated_after_bank_transfer,2,0.07692307692307693
|
| 19 |
-
wrong_amount_of_cash_received,declined_cash_withdrawal,2,0.07407407407407407
|
| 20 |
-
contactless_not_working,card_arrival,1,0.2
|
| 21 |
-
card_acceptance,top_up_by_bank_transfer_charge,1,0.1111111111111111
|
| 22 |
-
card_swallowed,topping_up_by_card,1,0.1111111111111111
|
| 23 |
-
lost_or_stolen_card,topping_up_by_card,1,0.08333333333333333
|
| 24 |
-
lost_or_stolen_card,compromised_card,1,0.08333333333333333
|
| 25 |
-
compromised_card,cash_withdrawal_not_recognised,1,0.07692307692307693
|
| 26 |
-
atm_support,card_acceptance,1,0.07692307692307693
|
| 27 |
-
atm_support,card_swallowed,1,0.07692307692307693
|
| 28 |
-
atm_support,cash_withdrawal_charge,1,0.07692307692307693
|
| 29 |
-
receiving_money,country_support,1,0.07142857142857142
|
| 30 |
-
topping_up_by_card,pending_top_up,1,0.06666666666666667
|
| 31 |
-
get_disposable_virtual_card,getting_virtual_card,1,0.06666666666666667
|
| 32 |
-
passcode_forgotten,unable_to_verify_identity,1,0.0625
|
| 33 |
-
terminate_account,extra_charge_on_statement,1,0.0625
|
| 34 |
-
verify_my_identity,compromised_card,1,0.0625
|
| 35 |
-
exchange_rate,card_payment_wrong_exchange_rate,1,0.058823529411764705
|
| 36 |
-
exchange_rate,automatic_top_up,1,0.058823529411764705
|
| 37 |
-
exchange_rate,receiving_money,1,0.058823529411764705
|
| 38 |
-
exchange_rate,wrong_exchange_rate_for_cash_withdrawal,1,0.058823529411764705
|
| 39 |
-
card_delivery_estimate,transfer_not_received_by_recipient,1,0.058823529411764705
|
| 40 |
-
card_not_working,card_delivery_estimate,1,0.058823529411764705
|
| 41 |
-
card_not_working,declined_card_payment,1,0.058823529411764705
|
| 42 |
-
card_not_working,transfer_timing,1,0.058823529411764705
|
| 43 |
-
top_up_by_bank_transfer_charge,top_up_by_card_charge,1,0.058823529411764705
|
| 44 |
-
transfer_into_account,topping_up_by_card,1,0.058823529411764705
|
| 45 |
-
top_up_by_card_charge,lost_or_stolen_card,1,0.058823529411764705
|
| 46 |
-
top_up_by_card_charge,top_up_by_bank_transfer_charge,1,0.058823529411764705
|
| 47 |
-
top_up_by_card_charge,top_up_limits,1,0.058823529411764705
|
| 48 |
-
exchange_via_app,verify_source_of_funds,1,0.05555555555555555
|
| 49 |
-
exchange_via_app,wrong_exchange_rate_for_cash_withdrawal,1,0.05555555555555555
|
| 50 |
-
exchange_via_app,exchange_charge,1,0.05555555555555555
|
| 51 |
-
edit_personal_details,change_pin,1,0.05555555555555555
|
|
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_tp_tn_fp_fn.csv
DELETED
|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
category_id,intent,tp,tn,fp,fn
|
| 2 |
-
0,card_arrival,20,1468,7,3
|
| 3 |
-
1,card_linking,19,1476,1,2
|
| 4 |
-
2,exchange_rate,13,1479,2,4
|
| 5 |
-
3,card_payment_wrong_exchange_rate,23,1471,2,2
|
| 6 |
-
4,extra_charge_on_statement,22,1470,3,3
|
| 7 |
-
5,pending_cash_withdrawal,17,1477,0,4
|
| 8 |
-
6,fiat_currency_support,19,1477,2,0
|
| 9 |
-
7,card_delivery_estimate,14,1478,3,3
|
| 10 |
-
8,automatic_top_up,18,1478,1,1
|
| 11 |
-
9,card_not_working,14,1480,1,3
|
| 12 |
-
10,exchange_via_app,15,1480,0,3
|
| 13 |
-
11,lost_or_stolen_card,10,1479,7,2
|
| 14 |
-
12,age_limit,16,1482,0,0
|
| 15 |
-
13,pin_blocked,17,1480,1,0
|
| 16 |
-
14,contactless_not_working,4,1493,0,1
|
| 17 |
-
15,top_up_by_bank_transfer_charge,13,1478,3,4
|
| 18 |
-
16,pending_top_up,20,1474,2,2
|
| 19 |
-
17,cancel_transfer,23,1472,2,1
|
| 20 |
-
18,top_up_limits,15,1482,1,0
|
| 21 |
-
19,wrong_amount_of_cash_received,22,1470,1,5
|
| 22 |
-
20,card_payment_fee_charged,27,1469,1,1
|
| 23 |
-
21,transfer_not_received_by_recipient,19,1465,7,7
|
| 24 |
-
22,supported_cards_and_currencies,15,1478,1,4
|
| 25 |
-
23,getting_virtual_card,15,1482,1,0
|
| 26 |
-
24,card_acceptance,8,1485,4,1
|
| 27 |
-
25,top_up_reverted,20,1472,4,2
|
| 28 |
-
26,balance_not_updated_after_cheque_or_cash_deposit,25,1470,1,2
|
| 29 |
-
27,card_payment_not_recognised,23,1471,2,2
|
| 30 |
-
28,edit_personal_details,17,1480,0,1
|
| 31 |
-
29,why_verify_identity,16,1478,2,2
|
| 32 |
-
30,unable_to_verify_identity,15,1476,7,0
|
| 33 |
-
31,get_physical_card,16,1481,1,0
|
| 34 |
-
32,visa_or_mastercard,20,1478,0,0
|
| 35 |
-
33,topping_up_by_card,14,1478,5,1
|
| 36 |
-
34,disposable_card_limits,17,1480,0,1
|
| 37 |
-
35,compromised_card,10,1478,7,3
|
| 38 |
-
36,atm_support,10,1485,0,3
|
| 39 |
-
37,direct_debit_payment_not_recognised,25,1470,1,2
|
| 40 |
-
38,passcode_forgotten,15,1482,0,1
|
| 41 |
-
39,declined_cash_withdrawal,24,1467,5,2
|
| 42 |
-
40,pending_card_payment,24,1471,3,0
|
| 43 |
-
41,lost_or_stolen_phone,17,1479,1,1
|
| 44 |
-
42,request_refund,22,1473,0,3
|
| 45 |
-
43,declined_transfer,17,1474,4,3
|
| 46 |
-
44,Refund_not_showing_up,23,1473,1,1
|
| 47 |
-
45,declined_card_payment,21,1472,3,2
|
| 48 |
-
46,pending_transfer,15,1475,1,7
|
| 49 |
-
47,terminate_account,15,1482,0,1
|
| 50 |
-
48,card_swallowed,8,1488,1,1
|
| 51 |
-
49,transaction_charged_twice,25,1472,0,1
|
| 52 |
-
50,verify_source_of_funds,17,1479,2,0
|
| 53 |
-
51,transfer_timing,15,1476,3,4
|
| 54 |
-
52,reverted_card_payment?,23,1473,1,1
|
| 55 |
-
53,change_pin,16,1479,1,2
|
| 56 |
-
54,beneficiary_not_allowed,20,1475,0,3
|
| 57 |
-
55,transfer_fee_charged,25,1466,6,1
|
| 58 |
-
56,receiving_money,13,1483,1,1
|
| 59 |
-
57,failed_transfer,18,1472,5,3
|
| 60 |
-
58,transfer_into_account,16,1479,2,1
|
| 61 |
-
59,verify_top_up,19,1479,0,0
|
| 62 |
-
60,getting_spare_card,17,1479,0,2
|
| 63 |
-
61,top_up_by_cash_or_cheque,17,1479,2,0
|
| 64 |
-
62,order_physical_card,17,1480,0,1
|
| 65 |
-
63,virtual_card_not_working,6,1492,0,0
|
| 66 |
-
64,wrong_exchange_rate_for_cash_withdrawal,20,1471,3,4
|
| 67 |
-
65,get_disposable_virtual_card,14,1482,1,1
|
| 68 |
-
66,top_up_failed,18,1473,3,4
|
| 69 |
-
67,balance_not_updated_after_bank_transfer,21,1466,6,5
|
| 70 |
-
68,cash_withdrawal_not_recognised,22,1470,4,2
|
| 71 |
-
69,exchange_charge,16,1479,1,2
|
| 72 |
-
70,top_up_by_card_charge,14,1480,1,3
|
| 73 |
-
71,activate_my_card,24,1474,0,0
|
| 74 |
-
72,cash_withdrawal_charge,27,1466,5,0
|
| 75 |
-
73,card_about_to_expire,17,1479,0,2
|
| 76 |
-
74,apple_pay_or_google_pay,17,1479,0,2
|
| 77 |
-
75,verify_my_identity,8,1481,1,8
|
| 78 |
-
76,country_support,18,1478,1,1
|
|
|
|
|
|
|
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_best/validation_weakest_intents.csv
DELETED
|
@@ -1,21 +0,0 @@
|
|
| 1 |
-
intent,precision,recall,f1-score,support
|
| 2 |
-
verify_my_identity,0.8888888888888888,0.5,0.64,16.0
|
| 3 |
-
compromised_card,0.5882352941176471,0.7692307692307693,0.6666666666666667,13.0
|
| 4 |
-
lost_or_stolen_card,0.5882352941176471,0.8333333333333334,0.6896551724137931,12.0
|
| 5 |
-
transfer_not_received_by_recipient,0.7307692307692307,0.7307692307692307,0.7307692307692306,26.0
|
| 6 |
-
card_acceptance,0.6666666666666666,0.8888888888888888,0.761904761904762,9.0
|
| 7 |
-
top_up_by_bank_transfer_charge,0.8125,0.7647058823529411,0.787878787878788,17.0
|
| 8 |
-
pending_transfer,0.9375,0.6818181818181818,0.7894736842105263,22.0
|
| 9 |
-
balance_not_updated_after_bank_transfer,0.7777777777777778,0.8076923076923077,0.7924528301886792,26.0
|
| 10 |
-
card_arrival,0.7407407407407407,0.8695652173913043,0.7999999999999999,23.0
|
| 11 |
-
unable_to_verify_identity,0.6818181818181818,1.0,0.8108108108108109,15.0
|
| 12 |
-
transfer_timing,0.8333333333333334,0.7894736842105263,0.8108108108108109,19.0
|
| 13 |
-
exchange_rate,0.8666666666666667,0.7647058823529411,0.8125,17.0
|
| 14 |
-
failed_transfer,0.782608695652174,0.8571428571428571,0.8181818181818182,21.0
|
| 15 |
-
topping_up_by_card,0.7368421052631579,0.9333333333333333,0.8235294117647058,15.0
|
| 16 |
-
card_delivery_estimate,0.8235294117647058,0.8235294117647058,0.8235294117647058,17.0
|
| 17 |
-
declined_transfer,0.8095238095238095,0.85,0.8292682926829269,20.0
|
| 18 |
-
top_up_failed,0.8571428571428571,0.8181818181818182,0.8372093023255814,22.0
|
| 19 |
-
wrong_exchange_rate_for_cash_withdrawal,0.8695652173913043,0.8333333333333334,0.851063829787234,24.0
|
| 20 |
-
supported_cards_and_currencies,0.9375,0.7894736842105263,0.8571428571428572,19.0
|
| 21 |
-
top_up_reverted,0.8333333333333334,0.9090909090909091,0.8695652173913043,22.0
|
|
|
|
|
|
|
|
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_calibration.png
DELETED
|
Binary file (64.4 kB)
|
|
|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_classification_report.csv
DELETED
|
@@ -1,81 +0,0 @@
|
|
| 1 |
-
,precision,recall,f1-score,support
|
| 2 |
-
card_arrival,0.7407407407407407,0.8695652173913043,0.7999999999999999,23.0
|
| 3 |
-
card_linking,0.95,0.9047619047619048,0.9268292682926829,21.0
|
| 4 |
-
exchange_rate,0.8666666666666667,0.7647058823529411,0.8125,17.0
|
| 5 |
-
card_payment_wrong_exchange_rate,0.92,0.92,0.92,25.0
|
| 6 |
-
extra_charge_on_statement,0.88,0.88,0.88,25.0
|
| 7 |
-
pending_cash_withdrawal,1.0,0.8095238095238095,0.8947368421052632,21.0
|
| 8 |
-
fiat_currency_support,0.9047619047619048,1.0,0.9500000000000001,19.0
|
| 9 |
-
card_delivery_estimate,0.8235294117647058,0.8235294117647058,0.8235294117647058,17.0
|
| 10 |
-
automatic_top_up,0.9473684210526315,0.9473684210526315,0.9473684210526315,19.0
|
| 11 |
-
card_not_working,0.9333333333333333,0.8235294117647058,0.8749999999999999,17.0
|
| 12 |
-
exchange_via_app,1.0,0.8333333333333334,0.9090909090909091,18.0
|
| 13 |
-
lost_or_stolen_card,0.5882352941176471,0.8333333333333334,0.6896551724137931,12.0
|
| 14 |
-
age_limit,1.0,1.0,1.0,16.0
|
| 15 |
-
pin_blocked,0.9444444444444444,1.0,0.9714285714285714,17.0
|
| 16 |
-
contactless_not_working,1.0,0.8,0.888888888888889,5.0
|
| 17 |
-
top_up_by_bank_transfer_charge,0.8125,0.7647058823529411,0.787878787878788,17.0
|
| 18 |
-
pending_top_up,0.9090909090909091,0.9090909090909091,0.9090909090909091,22.0
|
| 19 |
-
cancel_transfer,0.92,0.9583333333333334,0.9387755102040817,24.0
|
| 20 |
-
top_up_limits,0.9375,1.0,0.967741935483871,15.0
|
| 21 |
-
wrong_amount_of_cash_received,0.9565217391304348,0.8148148148148148,0.8800000000000001,27.0
|
| 22 |
-
card_payment_fee_charged,0.9642857142857143,0.9642857142857143,0.9642857142857143,28.0
|
| 23 |
-
transfer_not_received_by_recipient,0.7307692307692307,0.7307692307692307,0.7307692307692306,26.0
|
| 24 |
-
supported_cards_and_currencies,0.9375,0.7894736842105263,0.8571428571428572,19.0
|
| 25 |
-
getting_virtual_card,0.9375,1.0,0.967741935483871,15.0
|
| 26 |
-
card_acceptance,0.6666666666666666,0.8888888888888888,0.761904761904762,9.0
|
| 27 |
-
top_up_reverted,0.8333333333333334,0.9090909090909091,0.8695652173913043,22.0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,0.9615384615384616,0.9259259259259259,0.9433962264150944,27.0
|
| 29 |
-
card_payment_not_recognised,0.92,0.92,0.92,25.0
|
| 30 |
-
edit_personal_details,1.0,0.9444444444444444,0.9714285714285714,18.0
|
| 31 |
-
why_verify_identity,0.8888888888888888,0.8888888888888888,0.8888888888888888,18.0
|
| 32 |
-
unable_to_verify_identity,0.6818181818181818,1.0,0.8108108108108109,15.0
|
| 33 |
-
get_physical_card,0.9411764705882353,1.0,0.9696969696969697,16.0
|
| 34 |
-
visa_or_mastercard,1.0,1.0,1.0,20.0
|
| 35 |
-
topping_up_by_card,0.7368421052631579,0.9333333333333333,0.8235294117647058,15.0
|
| 36 |
-
disposable_card_limits,1.0,0.9444444444444444,0.9714285714285714,18.0
|
| 37 |
-
compromised_card,0.5882352941176471,0.7692307692307693,0.6666666666666667,13.0
|
| 38 |
-
atm_support,1.0,0.7692307692307693,0.8695652173913044,13.0
|
| 39 |
-
direct_debit_payment_not_recognised,0.9615384615384616,0.9259259259259259,0.9433962264150944,27.0
|
| 40 |
-
passcode_forgotten,1.0,0.9375,0.967741935483871,16.0
|
| 41 |
-
declined_cash_withdrawal,0.8275862068965517,0.9230769230769231,0.8727272727272727,26.0
|
| 42 |
-
pending_card_payment,0.8888888888888888,1.0,0.9411764705882353,24.0
|
| 43 |
-
lost_or_stolen_phone,0.9444444444444444,0.9444444444444444,0.9444444444444444,18.0
|
| 44 |
-
request_refund,1.0,0.88,0.9361702127659575,25.0
|
| 45 |
-
declined_transfer,0.8095238095238095,0.85,0.8292682926829269,20.0
|
| 46 |
-
Refund_not_showing_up,0.9583333333333334,0.9583333333333334,0.9583333333333334,24.0
|
| 47 |
-
declined_card_payment,0.875,0.9130434782608695,0.8936170212765957,23.0
|
| 48 |
-
pending_transfer,0.9375,0.6818181818181818,0.7894736842105263,22.0
|
| 49 |
-
terminate_account,1.0,0.9375,0.967741935483871,16.0
|
| 50 |
-
card_swallowed,0.8888888888888888,0.8888888888888888,0.8888888888888888,9.0
|
| 51 |
-
transaction_charged_twice,1.0,0.9615384615384616,0.9803921568627451,26.0
|
| 52 |
-
verify_source_of_funds,0.8947368421052632,1.0,0.9444444444444444,17.0
|
| 53 |
-
transfer_timing,0.8333333333333334,0.7894736842105263,0.8108108108108109,19.0
|
| 54 |
-
reverted_card_payment?,0.9583333333333334,0.9583333333333334,0.9583333333333334,24.0
|
| 55 |
-
change_pin,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
|
| 56 |
-
beneficiary_not_allowed,1.0,0.8695652173913043,0.9302325581395349,23.0
|
| 57 |
-
transfer_fee_charged,0.8064516129032258,0.9615384615384616,0.8771929824561403,26.0
|
| 58 |
-
receiving_money,0.9285714285714286,0.9285714285714286,0.9285714285714286,14.0
|
| 59 |
-
failed_transfer,0.782608695652174,0.8571428571428571,0.8181818181818182,21.0
|
| 60 |
-
transfer_into_account,0.8888888888888888,0.9411764705882353,0.9142857142857143,17.0
|
| 61 |
-
verify_top_up,1.0,1.0,1.0,19.0
|
| 62 |
-
getting_spare_card,1.0,0.8947368421052632,0.9444444444444444,19.0
|
| 63 |
-
top_up_by_cash_or_cheque,0.8947368421052632,1.0,0.9444444444444444,17.0
|
| 64 |
-
order_physical_card,1.0,0.9444444444444444,0.9714285714285714,18.0
|
| 65 |
-
virtual_card_not_working,1.0,1.0,1.0,6.0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0.8695652173913043,0.8333333333333334,0.851063829787234,24.0
|
| 67 |
-
get_disposable_virtual_card,0.9333333333333333,0.9333333333333333,0.9333333333333333,15.0
|
| 68 |
-
top_up_failed,0.8571428571428571,0.8181818181818182,0.8372093023255814,22.0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0.7777777777777778,0.8076923076923077,0.7924528301886792,26.0
|
| 70 |
-
cash_withdrawal_not_recognised,0.8461538461538461,0.9166666666666666,0.8799999999999999,24.0
|
| 71 |
-
exchange_charge,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
|
| 72 |
-
top_up_by_card_charge,0.9333333333333333,0.8235294117647058,0.8749999999999999,17.0
|
| 73 |
-
activate_my_card,1.0,1.0,1.0,24.0
|
| 74 |
-
cash_withdrawal_charge,0.84375,1.0,0.9152542372881356,27.0
|
| 75 |
-
card_about_to_expire,1.0,0.8947368421052632,0.9444444444444444,19.0
|
| 76 |
-
apple_pay_or_google_pay,1.0,0.8947368421052632,0.9444444444444444,19.0
|
| 77 |
-
verify_my_identity,0.8888888888888888,0.5,0.64,16.0
|
| 78 |
-
country_support,0.9473684210526315,0.9473684210526315,0.9473684210526315,19.0
|
| 79 |
-
accuracy,0.8991989319092123,0.8991989319092123,0.8991989319092123,0.8991989319092123
|
| 80 |
-
macro avg,0.9049646602471514,0.8977793740031234,0.8974574074844777,1498.0
|
| 81 |
-
weighted avg,0.9067812838066827,0.8991989319092123,0.8996093423965072,1498.0
|
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_confusion_matrices.png
DELETED
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Binary file (51.7 kB)
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_confusion_normalized.csv
DELETED
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@@ -1,78 +0,0 @@
|
|
| 1 |
-
,card_arrival,card_linking,exchange_rate,card_payment_wrong_exchange_rate,extra_charge_on_statement,pending_cash_withdrawal,fiat_currency_support,card_delivery_estimate,automatic_top_up,card_not_working,exchange_via_app,lost_or_stolen_card,age_limit,pin_blocked,contactless_not_working,top_up_by_bank_transfer_charge,pending_top_up,cancel_transfer,top_up_limits,wrong_amount_of_cash_received,card_payment_fee_charged,transfer_not_received_by_recipient,supported_cards_and_currencies,getting_virtual_card,card_acceptance,top_up_reverted,balance_not_updated_after_cheque_or_cash_deposit,card_payment_not_recognised,edit_personal_details,why_verify_identity,unable_to_verify_identity,get_physical_card,visa_or_mastercard,topping_up_by_card,disposable_card_limits,compromised_card,atm_support,direct_debit_payment_not_recognised,passcode_forgotten,declined_cash_withdrawal,pending_card_payment,lost_or_stolen_phone,request_refund,declined_transfer,Refund_not_showing_up,declined_card_payment,pending_transfer,terminate_account,card_swallowed,transaction_charged_twice,verify_source_of_funds,transfer_timing,reverted_card_payment?,change_pin,beneficiary_not_allowed,transfer_fee_charged,receiving_money,failed_transfer,transfer_into_account,verify_top_up,getting_spare_card,top_up_by_cash_or_cheque,order_physical_card,virtual_card_not_working,wrong_exchange_rate_for_cash_withdrawal,get_disposable_virtual_card,top_up_failed,balance_not_updated_after_bank_transfer,cash_withdrawal_not_recognised,exchange_charge,top_up_by_card_charge,activate_my_card,cash_withdrawal_charge,card_about_to_expire,apple_pay_or_google_pay,verify_my_identity,country_support
|
| 2 |
-
card_arrival,0.8695652173913043,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.08695652173913043,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 3 |
-
card_linking,0.0,0.9047619047619048,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 4 |
-
exchange_rate,0.0,0.0,0.7647058823529411,0.058823529411764705,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 5 |
-
card_payment_wrong_exchange_rate,0.0,0.0,0.04,0.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 6 |
-
extra_charge_on_statement,0.0,0.0,0.0,0.0,0.88,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 7 |
-
pending_cash_withdrawal,0.0,0.0,0.0,0.0,0.0,0.8095238095238095,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.09523809523809523,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 8 |
-
fiat_currency_support,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 9 |
-
card_delivery_estimate,0.11764705882352941,0.0,0.0,0.0,0.0,0.0,0.0,0.8235294117647058,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 10 |
-
automatic_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 11 |
-
card_not_working,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.8235294117647058,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 12 |
-
exchange_via_app,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8333333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 13 |
-
lost_or_stolen_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8333333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08333333333333333,0.0,0.08333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 14 |
-
age_limit,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 15 |
-
pin_blocked,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 16 |
-
contactless_not_working,0.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 17 |
-
top_up_by_bank_transfer_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7647058823529411,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.17647058823529413,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0
|
| 18 |
-
pending_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 19 |
-
cancel_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 20 |
-
top_up_limits,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 21 |
-
wrong_amount_of_cash_received,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.8148148148148148,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07407407407407407,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.0
|
| 22 |
-
card_payment_fee_charged,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9642857142857143,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03571428571428571,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 23 |
-
transfer_not_received_by_recipient,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7307692307692307,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 24 |
-
supported_cards_and_currencies,0.0,0.0,0.0,0.0,0.0,0.0,0.10526315789473684,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7894736842105263,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0
|
| 25 |
-
getting_virtual_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 26 |
-
card_acceptance,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111111111111,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 27 |
-
top_up_reverted,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.9259259259259259,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 29 |
-
card_payment_not_recognised,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 30 |
-
edit_personal_details,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 31 |
-
why_verify_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 32 |
-
unable_to_verify_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 33 |
-
get_physical_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 34 |
-
visa_or_mastercard,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 35 |
-
topping_up_by_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06666666666666667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 36 |
-
disposable_card_limits,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 37 |
-
compromised_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.15384615384615385,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 38 |
-
atm_support,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0
|
| 39 |
-
direct_debit_payment_not_recognised,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.037037037037037035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9259259259259259,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 40 |
-
passcode_forgotten,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 41 |
-
declined_cash_withdrawal,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9230769230769231,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 42 |
-
pending_card_payment,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 43 |
-
lost_or_stolen_phone,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 44 |
-
request_refund,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.88,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 45 |
-
declined_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.85,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 46 |
-
Refund_not_showing_up,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 47 |
-
declined_card_payment,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9130434782608695,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 48 |
-
pending_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.18181818181818182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.6818181818181818,0.0,0.0,0.0,0.0,0.09090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 49 |
-
terminate_account,0.0,0.0,0.0,0.0,0.0625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 50 |
-
card_swallowed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111111111111,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 51 |
-
transaction_charged_twice,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9615384615384616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0
|
| 52 |
-
verify_source_of_funds,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 53 |
-
transfer_timing,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7894736842105263,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.10526315789473684,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 54 |
-
reverted_card_payment?,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 55 |
-
change_pin,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 56 |
-
beneficiary_not_allowed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8695652173913043,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 57 |
-
transfer_fee_charged,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9615384615384616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 58 |
-
receiving_money,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9285714285714286,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07142857142857142
|
| 59 |
-
failed_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8571428571428571,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 60 |
-
transfer_into_account,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9411764705882353,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 61 |
-
verify_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 62 |
-
getting_spare_card,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8947368421052632,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 63 |
-
top_up_by_cash_or_cheque,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 64 |
-
order_physical_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 65 |
-
virtual_card_not_working,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8333333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08333333333333333,0.0,0.0,0.0,0.0
|
| 67 |
-
get_disposable_virtual_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06666666666666667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 68 |
-
top_up_failed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.09090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.8181818181818182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8076923076923077,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 70 |
-
cash_withdrawal_not_recognised,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9166666666666666,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 71 |
-
exchange_charge,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 72 |
-
top_up_by_card_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8235294117647058,0.0,0.0,0.0,0.0,0.0,0.0
|
| 73 |
-
activate_my_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0
|
| 74 |
-
cash_withdrawal_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0
|
| 75 |
-
card_about_to_expire,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8947368421052632,0.0,0.0,0.0
|
| 76 |
-
apple_pay_or_google_pay,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8947368421052632,0.0,0.0
|
| 77 |
-
verify_my_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.125,0.3125,0.0,0.0,0.0,0.0,0.0625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5,0.0
|
| 78 |
-
country_support,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_confusion_raw.csv
DELETED
|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
,card_arrival,card_linking,exchange_rate,card_payment_wrong_exchange_rate,extra_charge_on_statement,pending_cash_withdrawal,fiat_currency_support,card_delivery_estimate,automatic_top_up,card_not_working,exchange_via_app,lost_or_stolen_card,age_limit,pin_blocked,contactless_not_working,top_up_by_bank_transfer_charge,pending_top_up,cancel_transfer,top_up_limits,wrong_amount_of_cash_received,card_payment_fee_charged,transfer_not_received_by_recipient,supported_cards_and_currencies,getting_virtual_card,card_acceptance,top_up_reverted,balance_not_updated_after_cheque_or_cash_deposit,card_payment_not_recognised,edit_personal_details,why_verify_identity,unable_to_verify_identity,get_physical_card,visa_or_mastercard,topping_up_by_card,disposable_card_limits,compromised_card,atm_support,direct_debit_payment_not_recognised,passcode_forgotten,declined_cash_withdrawal,pending_card_payment,lost_or_stolen_phone,request_refund,declined_transfer,Refund_not_showing_up,declined_card_payment,pending_transfer,terminate_account,card_swallowed,transaction_charged_twice,verify_source_of_funds,transfer_timing,reverted_card_payment?,change_pin,beneficiary_not_allowed,transfer_fee_charged,receiving_money,failed_transfer,transfer_into_account,verify_top_up,getting_spare_card,top_up_by_cash_or_cheque,order_physical_card,virtual_card_not_working,wrong_exchange_rate_for_cash_withdrawal,get_disposable_virtual_card,top_up_failed,balance_not_updated_after_bank_transfer,cash_withdrawal_not_recognised,exchange_charge,top_up_by_card_charge,activate_my_card,cash_withdrawal_charge,card_about_to_expire,apple_pay_or_google_pay,verify_my_identity,country_support
|
| 2 |
-
card_arrival,20,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 3 |
-
card_linking,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 4 |
-
exchange_rate,0,0,13,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 5 |
-
card_payment_wrong_exchange_rate,0,0,1,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 6 |
-
extra_charge_on_statement,0,0,0,0,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 7 |
-
pending_cash_withdrawal,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0
|
| 8 |
-
fiat_currency_support,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 9 |
-
card_delivery_estimate,2,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 10 |
-
automatic_top_up,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
|
| 11 |
-
card_not_working,0,0,0,0,0,0,0,1,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 12 |
-
exchange_via_app,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0
|
| 13 |
-
lost_or_stolen_card,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 14 |
-
age_limit,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 15 |
-
pin_blocked,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 16 |
-
contactless_not_working,1,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 17 |
-
top_up_by_bank_transfer_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
|
| 18 |
-
pending_top_up,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 19 |
-
cancel_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 20 |
-
top_up_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 21 |
-
wrong_amount_of_cash_received,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
|
| 22 |
-
card_payment_fee_charged,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 23 |
-
transfer_not_received_by_recipient,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0
|
| 24 |
-
supported_cards_and_currencies,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 25 |
-
getting_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 26 |
-
card_acceptance,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 27 |
-
top_up_reverted,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 29 |
-
card_payment_not_recognised,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 30 |
-
edit_personal_details,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 31 |
-
why_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 32 |
-
unable_to_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 33 |
-
get_physical_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 34 |
-
visa_or_mastercard,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 35 |
-
topping_up_by_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 36 |
-
disposable_card_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 37 |
-
compromised_card,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 38 |
-
atm_support,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 39 |
-
direct_debit_payment_not_recognised,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 40 |
-
passcode_forgotten,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 41 |
-
declined_cash_withdrawal,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 42 |
-
pending_card_payment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 43 |
-
lost_or_stolen_phone,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 44 |
-
request_refund,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 45 |
-
declined_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 46 |
-
Refund_not_showing_up,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 47 |
-
declined_card_payment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 48 |
-
pending_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,15,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 49 |
-
terminate_account,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 50 |
-
card_swallowed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 51 |
-
transaction_charged_twice,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 52 |
-
verify_source_of_funds,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 53 |
-
transfer_timing,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,15,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0
|
| 54 |
-
reverted_card_payment?,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 55 |
-
change_pin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 56 |
-
beneficiary_not_allowed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,20,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 57 |
-
transfer_fee_charged,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 58 |
-
receiving_money,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
|
| 59 |
-
failed_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 60 |
-
transfer_into_account,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 61 |
-
verify_top_up,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 62 |
-
getting_spare_card,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 63 |
-
top_up_by_cash_or_cheque,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 64 |
-
order_physical_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 65 |
-
virtual_card_not_working,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,2,0,0,0,0
|
| 67 |
-
get_disposable_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0
|
| 68 |
-
top_up_failed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,21,0,0,0,0,0,0,0,0,0
|
| 70 |
-
cash_withdrawal_not_recognised,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,0,0,0,0,0,0,0
|
| 71 |
-
exchange_charge,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0
|
| 72 |
-
top_up_by_card_charge,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0
|
| 73 |
-
activate_my_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0
|
| 74 |
-
cash_withdrawal_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,0,0,0,0
|
| 75 |
-
card_about_to_expire,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0
|
| 76 |
-
apple_pay_or_google_pay,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,17,0,0
|
| 77 |
-
verify_my_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,5,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0
|
| 78 |
-
country_support,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_metrics.json
DELETED
|
@@ -1,8 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"macro_f1": 0.8974574074844777,
|
| 3 |
-
"accuracy": 0.8991989319092123,
|
| 4 |
-
"weighted_f1": 0.8996093423965072,
|
| 5 |
-
"top3_accuracy": 0.9639519359145527,
|
| 6 |
-
"log_loss": 0.4930543739270963,
|
| 7 |
-
"bottom_quartile_intent_f1": 0.7901206448347601
|
| 8 |
-
}
|
|
|
|
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_predictions.csv
DELETED
|
The diff for this file is too large to render.
See raw diff
|
|
|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_probabilities.npy
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40
|
| 3 |
-
size 461512
|
|
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|
|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_top_confusion_pairs.csv
DELETED
|
@@ -1,51 +0,0 @@
|
|
| 1 |
-
true_intent,predicted_intent,count,fraction_of_true_intent
|
| 2 |
-
verify_my_identity,unable_to_verify_identity,5,0.3125
|
| 3 |
-
pending_transfer,transfer_not_received_by_recipient,4,0.18181818181818182
|
| 4 |
-
top_up_by_bank_transfer_charge,transfer_fee_charged,3,0.17647058823529413
|
| 5 |
-
compromised_card,lost_or_stolen_card,2,0.15384615384615385
|
| 6 |
-
verify_my_identity,why_verify_identity,2,0.125
|
| 7 |
-
card_delivery_estimate,card_arrival,2,0.11764705882352941
|
| 8 |
-
supported_cards_and_currencies,fiat_currency_support,2,0.10526315789473684
|
| 9 |
-
transfer_timing,balance_not_updated_after_bank_transfer,2,0.10526315789473684
|
| 10 |
-
declined_transfer,declined_card_payment,2,0.1
|
| 11 |
-
pending_cash_withdrawal,cash_withdrawal_not_recognised,2,0.09523809523809523
|
| 12 |
-
pending_transfer,transfer_timing,2,0.09090909090909091
|
| 13 |
-
top_up_failed,top_up_reverted,2,0.09090909090909091
|
| 14 |
-
card_arrival,lost_or_stolen_card,2,0.08695652173913043
|
| 15 |
-
wrong_exchange_rate_for_cash_withdrawal,cash_withdrawal_charge,2,0.08333333333333333
|
| 16 |
-
extra_charge_on_statement,card_payment_not_recognised,2,0.08
|
| 17 |
-
transfer_not_received_by_recipient,failed_transfer,2,0.07692307692307693
|
| 18 |
-
transfer_not_received_by_recipient,balance_not_updated_after_bank_transfer,2,0.07692307692307693
|
| 19 |
-
wrong_amount_of_cash_received,declined_cash_withdrawal,2,0.07407407407407407
|
| 20 |
-
contactless_not_working,card_arrival,1,0.2
|
| 21 |
-
card_acceptance,top_up_by_bank_transfer_charge,1,0.1111111111111111
|
| 22 |
-
card_swallowed,topping_up_by_card,1,0.1111111111111111
|
| 23 |
-
lost_or_stolen_card,topping_up_by_card,1,0.08333333333333333
|
| 24 |
-
lost_or_stolen_card,compromised_card,1,0.08333333333333333
|
| 25 |
-
compromised_card,cash_withdrawal_not_recognised,1,0.07692307692307693
|
| 26 |
-
atm_support,card_acceptance,1,0.07692307692307693
|
| 27 |
-
atm_support,card_swallowed,1,0.07692307692307693
|
| 28 |
-
atm_support,cash_withdrawal_charge,1,0.07692307692307693
|
| 29 |
-
receiving_money,country_support,1,0.07142857142857142
|
| 30 |
-
topping_up_by_card,pending_top_up,1,0.06666666666666667
|
| 31 |
-
get_disposable_virtual_card,getting_virtual_card,1,0.06666666666666667
|
| 32 |
-
passcode_forgotten,unable_to_verify_identity,1,0.0625
|
| 33 |
-
terminate_account,extra_charge_on_statement,1,0.0625
|
| 34 |
-
verify_my_identity,compromised_card,1,0.0625
|
| 35 |
-
exchange_rate,card_payment_wrong_exchange_rate,1,0.058823529411764705
|
| 36 |
-
exchange_rate,automatic_top_up,1,0.058823529411764705
|
| 37 |
-
exchange_rate,receiving_money,1,0.058823529411764705
|
| 38 |
-
exchange_rate,wrong_exchange_rate_for_cash_withdrawal,1,0.058823529411764705
|
| 39 |
-
card_delivery_estimate,transfer_not_received_by_recipient,1,0.058823529411764705
|
| 40 |
-
card_not_working,card_delivery_estimate,1,0.058823529411764705
|
| 41 |
-
card_not_working,declined_card_payment,1,0.058823529411764705
|
| 42 |
-
card_not_working,transfer_timing,1,0.058823529411764705
|
| 43 |
-
top_up_by_bank_transfer_charge,top_up_by_card_charge,1,0.058823529411764705
|
| 44 |
-
transfer_into_account,topping_up_by_card,1,0.058823529411764705
|
| 45 |
-
top_up_by_card_charge,lost_or_stolen_card,1,0.058823529411764705
|
| 46 |
-
top_up_by_card_charge,top_up_by_bank_transfer_charge,1,0.058823529411764705
|
| 47 |
-
top_up_by_card_charge,top_up_limits,1,0.058823529411764705
|
| 48 |
-
exchange_via_app,verify_source_of_funds,1,0.05555555555555555
|
| 49 |
-
exchange_via_app,wrong_exchange_rate_for_cash_withdrawal,1,0.05555555555555555
|
| 50 |
-
exchange_via_app,exchange_charge,1,0.05555555555555555
|
| 51 |
-
edit_personal_details,change_pin,1,0.05555555555555555
|
|
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_tp_tn_fp_fn.csv
DELETED
|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
category_id,intent,tp,tn,fp,fn
|
| 2 |
-
0,card_arrival,20,1468,7,3
|
| 3 |
-
1,card_linking,19,1476,1,2
|
| 4 |
-
2,exchange_rate,13,1479,2,4
|
| 5 |
-
3,card_payment_wrong_exchange_rate,23,1471,2,2
|
| 6 |
-
4,extra_charge_on_statement,22,1470,3,3
|
| 7 |
-
5,pending_cash_withdrawal,17,1477,0,4
|
| 8 |
-
6,fiat_currency_support,19,1477,2,0
|
| 9 |
-
7,card_delivery_estimate,14,1478,3,3
|
| 10 |
-
8,automatic_top_up,18,1478,1,1
|
| 11 |
-
9,card_not_working,14,1480,1,3
|
| 12 |
-
10,exchange_via_app,15,1480,0,3
|
| 13 |
-
11,lost_or_stolen_card,10,1479,7,2
|
| 14 |
-
12,age_limit,16,1482,0,0
|
| 15 |
-
13,pin_blocked,17,1480,1,0
|
| 16 |
-
14,contactless_not_working,4,1493,0,1
|
| 17 |
-
15,top_up_by_bank_transfer_charge,13,1478,3,4
|
| 18 |
-
16,pending_top_up,20,1474,2,2
|
| 19 |
-
17,cancel_transfer,23,1472,2,1
|
| 20 |
-
18,top_up_limits,15,1482,1,0
|
| 21 |
-
19,wrong_amount_of_cash_received,22,1470,1,5
|
| 22 |
-
20,card_payment_fee_charged,27,1469,1,1
|
| 23 |
-
21,transfer_not_received_by_recipient,19,1465,7,7
|
| 24 |
-
22,supported_cards_and_currencies,15,1478,1,4
|
| 25 |
-
23,getting_virtual_card,15,1482,1,0
|
| 26 |
-
24,card_acceptance,8,1485,4,1
|
| 27 |
-
25,top_up_reverted,20,1472,4,2
|
| 28 |
-
26,balance_not_updated_after_cheque_or_cash_deposit,25,1470,1,2
|
| 29 |
-
27,card_payment_not_recognised,23,1471,2,2
|
| 30 |
-
28,edit_personal_details,17,1480,0,1
|
| 31 |
-
29,why_verify_identity,16,1478,2,2
|
| 32 |
-
30,unable_to_verify_identity,15,1476,7,0
|
| 33 |
-
31,get_physical_card,16,1481,1,0
|
| 34 |
-
32,visa_or_mastercard,20,1478,0,0
|
| 35 |
-
33,topping_up_by_card,14,1478,5,1
|
| 36 |
-
34,disposable_card_limits,17,1480,0,1
|
| 37 |
-
35,compromised_card,10,1478,7,3
|
| 38 |
-
36,atm_support,10,1485,0,3
|
| 39 |
-
37,direct_debit_payment_not_recognised,25,1470,1,2
|
| 40 |
-
38,passcode_forgotten,15,1482,0,1
|
| 41 |
-
39,declined_cash_withdrawal,24,1467,5,2
|
| 42 |
-
40,pending_card_payment,24,1471,3,0
|
| 43 |
-
41,lost_or_stolen_phone,17,1479,1,1
|
| 44 |
-
42,request_refund,22,1473,0,3
|
| 45 |
-
43,declined_transfer,17,1474,4,3
|
| 46 |
-
44,Refund_not_showing_up,23,1473,1,1
|
| 47 |
-
45,declined_card_payment,21,1472,3,2
|
| 48 |
-
46,pending_transfer,15,1475,1,7
|
| 49 |
-
47,terminate_account,15,1482,0,1
|
| 50 |
-
48,card_swallowed,8,1488,1,1
|
| 51 |
-
49,transaction_charged_twice,25,1472,0,1
|
| 52 |
-
50,verify_source_of_funds,17,1479,2,0
|
| 53 |
-
51,transfer_timing,15,1476,3,4
|
| 54 |
-
52,reverted_card_payment?,23,1473,1,1
|
| 55 |
-
53,change_pin,16,1479,1,2
|
| 56 |
-
54,beneficiary_not_allowed,20,1475,0,3
|
| 57 |
-
55,transfer_fee_charged,25,1466,6,1
|
| 58 |
-
56,receiving_money,13,1483,1,1
|
| 59 |
-
57,failed_transfer,18,1472,5,3
|
| 60 |
-
58,transfer_into_account,16,1479,2,1
|
| 61 |
-
59,verify_top_up,19,1479,0,0
|
| 62 |
-
60,getting_spare_card,17,1479,0,2
|
| 63 |
-
61,top_up_by_cash_or_cheque,17,1479,2,0
|
| 64 |
-
62,order_physical_card,17,1480,0,1
|
| 65 |
-
63,virtual_card_not_working,6,1492,0,0
|
| 66 |
-
64,wrong_exchange_rate_for_cash_withdrawal,20,1471,3,4
|
| 67 |
-
65,get_disposable_virtual_card,14,1482,1,1
|
| 68 |
-
66,top_up_failed,18,1473,3,4
|
| 69 |
-
67,balance_not_updated_after_bank_transfer,21,1466,6,5
|
| 70 |
-
68,cash_withdrawal_not_recognised,22,1470,4,2
|
| 71 |
-
69,exchange_charge,16,1479,1,2
|
| 72 |
-
70,top_up_by_card_charge,14,1480,1,3
|
| 73 |
-
71,activate_my_card,24,1474,0,0
|
| 74 |
-
72,cash_withdrawal_charge,27,1466,5,0
|
| 75 |
-
73,card_about_to_expire,17,1479,0,2
|
| 76 |
-
74,apple_pay_or_google_pay,17,1479,0,2
|
| 77 |
-
75,verify_my_identity,8,1481,1,8
|
| 78 |
-
76,country_support,18,1478,1,1
|
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/evaluation_last/validation_weakest_intents.csv
DELETED
|
@@ -1,21 +0,0 @@
|
|
| 1 |
-
intent,precision,recall,f1-score,support
|
| 2 |
-
verify_my_identity,0.8888888888888888,0.5,0.64,16.0
|
| 3 |
-
compromised_card,0.5882352941176471,0.7692307692307693,0.6666666666666667,13.0
|
| 4 |
-
lost_or_stolen_card,0.5882352941176471,0.8333333333333334,0.6896551724137931,12.0
|
| 5 |
-
transfer_not_received_by_recipient,0.7307692307692307,0.7307692307692307,0.7307692307692306,26.0
|
| 6 |
-
card_acceptance,0.6666666666666666,0.8888888888888888,0.761904761904762,9.0
|
| 7 |
-
top_up_by_bank_transfer_charge,0.8125,0.7647058823529411,0.787878787878788,17.0
|
| 8 |
-
pending_transfer,0.9375,0.6818181818181818,0.7894736842105263,22.0
|
| 9 |
-
balance_not_updated_after_bank_transfer,0.7777777777777778,0.8076923076923077,0.7924528301886792,26.0
|
| 10 |
-
card_arrival,0.7407407407407407,0.8695652173913043,0.7999999999999999,23.0
|
| 11 |
-
unable_to_verify_identity,0.6818181818181818,1.0,0.8108108108108109,15.0
|
| 12 |
-
transfer_timing,0.8333333333333334,0.7894736842105263,0.8108108108108109,19.0
|
| 13 |
-
exchange_rate,0.8666666666666667,0.7647058823529411,0.8125,17.0
|
| 14 |
-
failed_transfer,0.782608695652174,0.8571428571428571,0.8181818181818182,21.0
|
| 15 |
-
topping_up_by_card,0.7368421052631579,0.9333333333333333,0.8235294117647058,15.0
|
| 16 |
-
card_delivery_estimate,0.8235294117647058,0.8235294117647058,0.8235294117647058,17.0
|
| 17 |
-
declined_transfer,0.8095238095238095,0.85,0.8292682926829269,20.0
|
| 18 |
-
top_up_failed,0.8571428571428571,0.8181818181818182,0.8372093023255814,22.0
|
| 19 |
-
wrong_exchange_rate_for_cash_withdrawal,0.8695652173913043,0.8333333333333334,0.851063829787234,24.0
|
| 20 |
-
supported_cards_and_currencies,0.9375,0.7894736842105263,0.8571428571428572,19.0
|
| 21 |
-
top_up_reverted,0.8333333333333334,0.9090909090909091,0.8695652173913043,22.0
|
|
|
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/experiment_config.json
DELETED
|
@@ -1,25 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"run_id": "FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42",
|
| 3 |
-
"family": "classical",
|
| 4 |
-
"track": "baseline_advanced",
|
| 5 |
-
"model_family": "classical",
|
| 6 |
-
"seed": 42,
|
| 7 |
-
"feature_mode": "hybrid",
|
| 8 |
-
"word_ngram": [
|
| 9 |
-
1,
|
| 10 |
-
2
|
| 11 |
-
],
|
| 12 |
-
"char_ngram": [
|
| 13 |
-
3,
|
| 14 |
-
5
|
| 15 |
-
],
|
| 16 |
-
"min_df": 2,
|
| 17 |
-
"word_max_features": 50000,
|
| 18 |
-
"char_max_features": 100000,
|
| 19 |
-
"classical_model": "linear_svc",
|
| 20 |
-
"C": 2.0,
|
| 21 |
-
"calibration_cv": 3,
|
| 22 |
-
"class_weight_mode": "clipped_sqrt_inverse",
|
| 23 |
-
"required": true,
|
| 24 |
-
"finalist_source_run_id": "CLASSICAL_REFINE_CLIPPED"
|
| 25 |
-
}
|
|
|
|
|
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/hardware_telemetry.csv
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
phase,captured_at,name,memory_total_mb,memory_used_mb,memory_free_mb,utilization_pct,power_w,power_limit_w,temperature_c
|
| 2 |
-
start,2026-08-23T19:23:47.246760+00:00,NVIDIA L40S,46068.0,5463.0,39996.0,39.0,174.86,350.0,50.0
|
| 3 |
-
end,2026-08-23T19:23:54.900925+00:00,NVIDIA L40S,46068.0,5463.0,39996.0,39.0,170.9,350.0,50.0
|
|
|
|
|
|
|
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/label_mapping.csv
DELETED
|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
category_id,category,canonical_label,display_label
|
| 2 |
-
0,card_arrival,card_arrival,Card Arrival
|
| 3 |
-
1,card_linking,card_linking,Card Linking
|
| 4 |
-
2,exchange_rate,exchange_rate,Exchange Rate
|
| 5 |
-
3,card_payment_wrong_exchange_rate,card_payment_wrong_exchange_rate,Card Payment Wrong Exchange Rate
|
| 6 |
-
4,extra_charge_on_statement,extra_charge_on_statement,Extra Charge On Statement
|
| 7 |
-
5,pending_cash_withdrawal,pending_cash_withdrawal,Pending Cash Withdrawal
|
| 8 |
-
6,fiat_currency_support,fiat_currency_support,Fiat Currency Support
|
| 9 |
-
7,card_delivery_estimate,card_delivery_estimate,Card Delivery Estimate
|
| 10 |
-
8,automatic_top_up,automatic_top_up,Automatic Top Up
|
| 11 |
-
9,card_not_working,card_not_working,Card Not Working
|
| 12 |
-
10,exchange_via_app,exchange_via_app,Exchange Via App
|
| 13 |
-
11,lost_or_stolen_card,lost_or_stolen_card,Lost Or Stolen Card
|
| 14 |
-
12,age_limit,age_limit,Age Limit
|
| 15 |
-
13,pin_blocked,pin_blocked,Pin Blocked
|
| 16 |
-
14,contactless_not_working,contactless_not_working,Contactless Not Working
|
| 17 |
-
15,top_up_by_bank_transfer_charge,top_up_by_bank_transfer_charge,Top Up By Bank Transfer Charge
|
| 18 |
-
16,pending_top_up,pending_top_up,Pending Top Up
|
| 19 |
-
17,cancel_transfer,cancel_transfer,Cancel Transfer
|
| 20 |
-
18,top_up_limits,top_up_limits,Top Up Limits
|
| 21 |
-
19,wrong_amount_of_cash_received,wrong_amount_of_cash_received,Wrong Amount Of Cash Received
|
| 22 |
-
20,card_payment_fee_charged,card_payment_fee_charged,Card Payment Fee Charged
|
| 23 |
-
21,transfer_not_received_by_recipient,transfer_not_received_by_recipient,Transfer Not Received By Recipient
|
| 24 |
-
22,supported_cards_and_currencies,supported_cards_and_currencies,Supported Cards And Currencies
|
| 25 |
-
23,getting_virtual_card,getting_virtual_card,Getting Virtual Card
|
| 26 |
-
24,card_acceptance,card_acceptance,Card Acceptance
|
| 27 |
-
25,top_up_reverted,top_up_reverted,Top Up Reverted
|
| 28 |
-
26,balance_not_updated_after_cheque_or_cash_deposit,balance_not_updated_after_cheque_or_cash_deposit,Balance Not Updated After Cheque Or Cash Deposit
|
| 29 |
-
27,card_payment_not_recognised,card_payment_not_recognised,Card Payment Not Recognised
|
| 30 |
-
28,edit_personal_details,edit_personal_details,Edit Personal Details
|
| 31 |
-
29,why_verify_identity,why_verify_identity,Why Verify Identity
|
| 32 |
-
30,unable_to_verify_identity,unable_to_verify_identity,Unable To Verify Identity
|
| 33 |
-
31,get_physical_card,get_physical_card,Get Physical Card
|
| 34 |
-
32,visa_or_mastercard,visa_or_mastercard,Visa Or Mastercard
|
| 35 |
-
33,topping_up_by_card,topping_up_by_card,Topping Up By Card
|
| 36 |
-
34,disposable_card_limits,disposable_card_limits,Disposable Card Limits
|
| 37 |
-
35,compromised_card,compromised_card,Compromised Card
|
| 38 |
-
36,atm_support,atm_support,Atm Support
|
| 39 |
-
37,direct_debit_payment_not_recognised,direct_debit_payment_not_recognised,Direct Debit Payment Not Recognised
|
| 40 |
-
38,passcode_forgotten,passcode_forgotten,Passcode Forgotten
|
| 41 |
-
39,declined_cash_withdrawal,declined_cash_withdrawal,Declined Cash Withdrawal
|
| 42 |
-
40,pending_card_payment,pending_card_payment,Pending Card Payment
|
| 43 |
-
41,lost_or_stolen_phone,lost_or_stolen_phone,Lost Or Stolen Phone
|
| 44 |
-
42,request_refund,request_refund,Request Refund
|
| 45 |
-
43,declined_transfer,declined_transfer,Declined Transfer
|
| 46 |
-
44,Refund_not_showing_up,refund_not_showing_up,Refund Not Showing Up
|
| 47 |
-
45,declined_card_payment,declined_card_payment,Declined Card Payment
|
| 48 |
-
46,pending_transfer,pending_transfer,Pending Transfer
|
| 49 |
-
47,terminate_account,terminate_account,Terminate Account
|
| 50 |
-
48,card_swallowed,card_swallowed,Card Swallowed
|
| 51 |
-
49,transaction_charged_twice,transaction_charged_twice,Transaction Charged Twice
|
| 52 |
-
50,verify_source_of_funds,verify_source_of_funds,Verify Source Of Funds
|
| 53 |
-
51,transfer_timing,transfer_timing,Transfer Timing
|
| 54 |
-
52,reverted_card_payment?,reverted_card_payment,Reverted Card Payment
|
| 55 |
-
53,change_pin,change_pin,Change Pin
|
| 56 |
-
54,beneficiary_not_allowed,beneficiary_not_allowed,Beneficiary Not Allowed
|
| 57 |
-
55,transfer_fee_charged,transfer_fee_charged,Transfer Fee Charged
|
| 58 |
-
56,receiving_money,receiving_money,Receiving Money
|
| 59 |
-
57,failed_transfer,failed_transfer,Failed Transfer
|
| 60 |
-
58,transfer_into_account,transfer_into_account,Transfer Into Account
|
| 61 |
-
59,verify_top_up,verify_top_up,Verify Top Up
|
| 62 |
-
60,getting_spare_card,getting_spare_card,Getting Spare Card
|
| 63 |
-
61,top_up_by_cash_or_cheque,top_up_by_cash_or_cheque,Top Up By Cash Or Cheque
|
| 64 |
-
62,order_physical_card,order_physical_card,Order Physical Card
|
| 65 |
-
63,virtual_card_not_working,virtual_card_not_working,Virtual Card Not Working
|
| 66 |
-
64,wrong_exchange_rate_for_cash_withdrawal,wrong_exchange_rate_for_cash_withdrawal,Wrong Exchange Rate For Cash Withdrawal
|
| 67 |
-
65,get_disposable_virtual_card,get_disposable_virtual_card,Get Disposable Virtual Card
|
| 68 |
-
66,top_up_failed,top_up_failed,Top Up Failed
|
| 69 |
-
67,balance_not_updated_after_bank_transfer,balance_not_updated_after_bank_transfer,Balance Not Updated After Bank Transfer
|
| 70 |
-
68,cash_withdrawal_not_recognised,cash_withdrawal_not_recognised,Cash Withdrawal Not Recognised
|
| 71 |
-
69,exchange_charge,exchange_charge,Exchange Charge
|
| 72 |
-
70,top_up_by_card_charge,top_up_by_card_charge,Top Up By Card Charge
|
| 73 |
-
71,activate_my_card,activate_my_card,Activate My Card
|
| 74 |
-
72,cash_withdrawal_charge,cash_withdrawal_charge,Cash Withdrawal Charge
|
| 75 |
-
73,card_about_to_expire,card_about_to_expire,Card About To Expire
|
| 76 |
-
74,apple_pay_or_google_pay,apple_pay_or_google_pay,Apple Pay Or Google Pay
|
| 77 |
-
75,verify_my_identity,verify_my_identity,Verify My Identity
|
| 78 |
-
76,country_support,country_support,Country Support
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/reload_verification.json
DELETED
|
@@ -1,24 +0,0 @@
|
|
| 1 |
-
[
|
| 2 |
-
{
|
| 3 |
-
"role": "best",
|
| 4 |
-
"passed": true,
|
| 5 |
-
"macro_f1": 0.8974574074844777,
|
| 6 |
-
"accuracy": 0.8991989319092123,
|
| 7 |
-
"weighted_f1": 0.8996093423965072,
|
| 8 |
-
"top3_accuracy": 0.9639519359145527,
|
| 9 |
-
"log_loss": 0.4930543739270963,
|
| 10 |
-
"bottom_quartile_intent_f1": 0.7901206448347601,
|
| 11 |
-
"probabilities_sha256": "7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40"
|
| 12 |
-
},
|
| 13 |
-
{
|
| 14 |
-
"role": "last",
|
| 15 |
-
"passed": true,
|
| 16 |
-
"macro_f1": 0.8974574074844777,
|
| 17 |
-
"accuracy": 0.8991989319092123,
|
| 18 |
-
"weighted_f1": 0.8996093423965072,
|
| 19 |
-
"top3_accuracy": 0.9639519359145527,
|
| 20 |
-
"log_loss": 0.4930543739270963,
|
| 21 |
-
"bottom_quartile_intent_f1": 0.7901206448347601,
|
| 22 |
-
"probabilities_sha256": "7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40"
|
| 23 |
-
}
|
| 24 |
-
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/result_manifest.json
DELETED
|
@@ -1,132 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"schema_version": 1,
|
| 3 |
-
"run_id": "FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42",
|
| 4 |
-
"config_hash": "02664dcf4eaf0ea93c20ac1c907bbe43ddc9231da556ff7789970cb52ac74579",
|
| 5 |
-
"input_hashes": {
|
| 6 |
-
"model_ready_sha256": "66ab3e81e42b3ac4c6a03da9eefb46a367181f63b113f15102ce9e2985dc2477",
|
| 7 |
-
"label_mapping_sha256": "76ce297ab127ec8f190ffb70132f8d58ad37ca2e1ca5145622828abd562fc451",
|
| 8 |
-
"preprocessing_manifest_sha256": "115cdf8ffb32dc4b521c8ac4fefc41f0847f680f69b8a7f68312f37be54d139c",
|
| 9 |
-
"vocabulary_sha256": "46b8a33d2f06f87f48571ca1f217d3006a62c37a34ca04e2916bfb01f24410b9"
|
| 10 |
-
},
|
| 11 |
-
"status": "succeeded",
|
| 12 |
-
"started_at": "2026-08-23T19:23:47.224245+00:00",
|
| 13 |
-
"finished_at": "2026-08-23T19:23:54.878163+00:00",
|
| 14 |
-
"hardware_start": {
|
| 15 |
-
"captured_at": "2026-08-23T19:23:47.246760+00:00",
|
| 16 |
-
"name": "NVIDIA L40S",
|
| 17 |
-
"memory_total_mb": 46068.0,
|
| 18 |
-
"memory_used_mb": 5463.0,
|
| 19 |
-
"memory_free_mb": 39996.0,
|
| 20 |
-
"utilization_pct": 39.0,
|
| 21 |
-
"power_w": 174.86,
|
| 22 |
-
"power_limit_w": 350.0,
|
| 23 |
-
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| 121 |
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| 122 |
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| 124 |
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| 125 |
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|
| 126 |
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| 127 |
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|
| 128 |
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|
| 129 |
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|
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]
|
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}
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}
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/smoke_predictions.csv
DELETED
|
@@ -1,13 +0,0 @@
|
|
| 1 |
-
source,text,true_id,true_category,predicted_id,predicted_category,correct,confidence,top2_category,top3_category
|
| 2 |
-
validation_smoke,can i track my card while it is in the process of delivery?,0,card_arrival,0,card_arrival,True,0.9077807280131175,card_delivery_estimate,country_support
|
| 3 |
-
validation_smoke,how many currencies can i have money in in my account?,6,fiat_currency_support,6,fiat_currency_support,True,0.7078862690185642,transfer_timing,transfer_into_account
|
| 4 |
-
validation_smoke,i mistook my pin and now i am locked. can you unlock me?,13,pin_blocked,13,pin_blocked,True,0.9003601659377946,lost_or_stolen_card,top_up_reverted
|
| 5 |
-
validation_smoke,"i shouldn't have been charged but i see a fee, why?",20,card_payment_fee_charged,55,transfer_fee_charged,False,0.37031896620569577,cash_withdrawal_charge,card_payment_fee_charged
|
| 6 |
-
validation_smoke,there's a payment with my card that i didn't perform. i don't know that name shown.,27,card_payment_not_recognised,27,card_payment_not_recognised,True,0.8181046054036892,card_payment_fee_charged,declined_card_payment
|
| 7 |
-
validation_smoke,what are the restrictions of the disposable cards?,34,disposable_card_limits,34,disposable_card_limits,True,0.9287518265377113,get_disposable_virtual_card,beneficiary_not_allowed
|
| 8 |
-
validation_smoke,"someone has stolen my phone, what should i do?",41,lost_or_stolen_phone,41,lost_or_stolen_phone,True,0.8880575119375557,compromised_card,cash_withdrawal_not_recognised
|
| 9 |
-
validation_smoke,the atm stole my card!,48,card_swallowed,48,card_swallowed,True,0.5559132656043598,lost_or_stolen_card,declined_cash_withdrawal
|
| 10 |
-
validation_smoke,"i was transferring some money to a friend, which i thought would be free, but i see there is a charge. what's up with that?",55,transfer_fee_charged,55,transfer_fee_charged,True,0.6847644855677656,transfer_not_received_by_recipient,cash_withdrawal_charge
|
| 11 |
-
validation_smoke,do i have to pay for a physical card?,62,order_physical_card,62,order_physical_card,True,0.9080450671442536,card_payment_fee_charged,exchange_charge
|
| 12 |
-
validation_smoke,are there any hidden extra fees for currency exchanges?,69,exchange_charge,69,exchange_charge,True,0.8348064281445947,card_payment_fee_charged,wrong_exchange_rate_for_cash_withdrawal
|
| 13 |
-
validation_smoke,please list the countries you support.,76,country_support,76,country_support,True,0.9105733857021154,fiat_currency_support,top_up_reverted
|
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/validation_metrics.json
DELETED
|
@@ -1,9 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"macro_f1": 0.8974574074844777,
|
| 3 |
-
"accuracy": 0.8991989319092123,
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| 4 |
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"weighted_f1": 0.8996093423965072,
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| 5 |
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"top3_accuracy": 0.9639519359145527,
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| 6 |
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"log_loss": 0.4930543739270963,
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| 7 |
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"bottom_quartile_intent_f1": 0.7901206448347601,
|
| 8 |
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"probabilities_sha256": "7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40"
|
| 9 |
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FINAL_BASELINE_ADVANCED_CLASSICAL_REFINE_CLIPPED_SEED42/validation_probabilities.npy
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:7469b5acf73a25cf8b5b0770d7af2cdb1b7423d6b7671b24df9e750625828e40
|
| 3 |
-
size 461512
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/LOADING_INSTRUCTIONS.md
DELETED
|
@@ -1 +0,0 @@
|
|
| 1 |
-
Load `checkpoint_best/` or `checkpoint_last/` with Transformers `AutoTokenizer` and `AutoModelForSequenceClassification`. Use max_length=64 and the supplied label_mapping.csv.
|
|
|
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|
|
FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/authored_challenge_predictions.csv
DELETED
|
@@ -1,31 +0,0 @@
|
|
| 1 |
-
source,text,true_id,true_category,predicted_id,predicted_category,correct,confidence,top2_category,top3_category
|
| 2 |
-
authored_challenge,My physical card still has not arrived after two weeks,0,card_arrival,0,card_arrival,True,0.9993497729301453,order_physical_card,transfer_not_received_by_recipient
|
| 3 |
-
authored_challenge,How do I connect a replacement card to the app,1,card_linking,1,card_linking,True,0.9991288781166077,getting_spare_card,contactless_not_working
|
| 4 |
-
authored_challenge,What exchange rate will I receive today,2,exchange_rate,2,exchange_rate,True,0.9998202919960022,wrong_exchange_rate_for_cash_withdrawal,card_payment_wrong_exchange_rate
|
| 5 |
-
authored_challenge,The card purchase used the wrong currency conversion,3,card_payment_wrong_exchange_rate,3,card_payment_wrong_exchange_rate,True,0.9836322665214539,cancel_transfer,reverted_card_payment?
|
| 6 |
-
authored_challenge,There is a small unexplained extra card statement charge,4,extra_charge_on_statement,20,card_payment_fee_charged,False,0.4608285129070282,extra_charge_on_statement,getting_spare_card
|
| 7 |
-
authored_challenge,My ATM withdrawal has been pending since yesterday,5,pending_cash_withdrawal,5,pending_cash_withdrawal,True,0.999832272529602,cash_withdrawal_charge,pending_transfer
|
| 8 |
-
authored_challenge,Which cash currencies can I hold,6,fiat_currency_support,6,fiat_currency_support,True,0.9998496770858765,transfer_timing,atm_support
|
| 9 |
-
authored_challenge,When should my new bank card be delivered,7,card_delivery_estimate,0,card_arrival,False,0.9694403409957886,card_about_to_expire,pending_top_up
|
| 10 |
-
authored_challenge,Please stop automatic top ups,8,automatic_top_up,8,automatic_top_up,True,0.6212620139122009,top_up_reverted,pending_top_up
|
| 11 |
-
authored_challenge,The card is activated but every shop rejects it,9,card_not_working,71,activate_my_card,False,0.8719666004180908,declined_card_payment,top_up_failed
|
| 12 |
-
authored_challenge,I lost my wallet with the card inside,11,lost_or_stolen_card,11,lost_or_stolen_card,True,0.9138754606246948,topping_up_by_card,cash_withdrawal_not_recognised
|
| 13 |
-
authored_challenge,Too many wrong PIN attempts locked my card,13,pin_blocked,13,pin_blocked,True,0.999930739402771,passcode_forgotten,change_pin
|
| 14 |
-
authored_challenge,Tap to pay suddenly stopped working,14,contactless_not_working,61,top_up_by_cash_or_cheque,False,0.2964750826358795,top_up_failed,reverted_card_payment?
|
| 15 |
-
authored_challenge,A recipient says my transfer never arrived,21,transfer_not_received_by_recipient,21,transfer_not_received_by_recipient,True,0.9995269775390625,declined_transfer,wrong_amount_of_cash_received
|
| 16 |
-
authored_challenge,A card top up disappeared and was returned,25,top_up_reverted,25,top_up_reverted,True,0.9874968528747559,topping_up_by_card,reverted_card_payment?
|
| 17 |
-
authored_challenge,I do not recognize this card purchase,27,card_payment_not_recognised,27,card_payment_not_recognised,True,0.9984824061393738,compromised_card,direct_debit_payment_not_recognised
|
| 18 |
-
authored_challenge,The cash machine rejected my withdrawal,39,declined_cash_withdrawal,39,declined_cash_withdrawal,True,0.9998844861984253,pending_cash_withdrawal,card_swallowed
|
| 19 |
-
authored_challenge,My card payment is still marked pending,40,pending_card_payment,40,pending_card_payment,True,0.9999359846115112,reverted_card_payment?,pending_transfer
|
| 20 |
-
authored_challenge,My phone was stolen and it contains the banking app,41,lost_or_stolen_phone,41,lost_or_stolen_phone,True,0.999632716178894,cash_withdrawal_not_recognised,card_linking
|
| 21 |
-
authored_challenge,The transfer was declined before it left,43,declined_transfer,43,declined_transfer,True,0.997811496257782,pending_transfer,terminate_account
|
| 22 |
-
authored_challenge,A card purchase was declined,45,declined_card_payment,45,declined_card_payment,True,0.9252722263336182,reverted_card_payment?,declined_transfer
|
| 23 |
-
authored_challenge,The ATM swallowed and kept my card,48,card_swallowed,48,card_swallowed,True,0.9998608827590942,declined_cash_withdrawal,wrong_amount_of_cash_received
|
| 24 |
-
authored_challenge,I was charged twice for one transaction,49,transaction_charged_twice,49,transaction_charged_twice,True,0.9999971389770508,pending_cash_withdrawal,getting_spare_card
|
| 25 |
-
authored_challenge,How long will this bank transfer take,51,transfer_timing,67,balance_not_updated_after_bank_transfer,False,0.9994829893112183,pending_transfer,transfer_into_account
|
| 26 |
-
authored_challenge,The beneficiary cannot be selected for a transfer,54,beneficiary_not_allowed,54,beneficiary_not_allowed,True,0.9964522123336792,pending_transfer,receiving_money
|
| 27 |
-
authored_challenge,Why did you charge a transfer fee,55,transfer_fee_charged,55,transfer_fee_charged,True,0.9998806715011597,failed_transfer,extra_charge_on_statement
|
| 28 |
-
authored_challenge,My virtual card will not work online,63,virtual_card_not_working,63,virtual_card_not_working,True,0.999943733215332,card_not_working,disposable_card_limits
|
| 29 |
-
authored_challenge,The ATM gave a terrible exchange rate,64,wrong_exchange_rate_for_cash_withdrawal,64,wrong_exchange_rate_for_cash_withdrawal,True,0.9990310668945312,wrong_amount_of_cash_received,exchange_rate
|
| 30 |
-
authored_challenge,A cash withdrawal appears that I never made,68,cash_withdrawal_not_recognised,68,cash_withdrawal_not_recognised,True,0.9994325041770935,pending_cash_withdrawal,compromised_card
|
| 31 |
-
authored_challenge,"My card expires next month, what happens now",73,card_about_to_expire,73,card_about_to_expire,True,0.99980229139328,pin_blocked,card_delivery_estimate
|
|
|
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|
FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/config.json
DELETED
|
@@ -1,203 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"architectures": [
|
| 3 |
-
"ModernBertForSequenceClassification"
|
| 4 |
-
],
|
| 5 |
-
"attention_bias": false,
|
| 6 |
-
"attention_dropout": 0.0,
|
| 7 |
-
"bos_token_id": 50281,
|
| 8 |
-
"classifier_activation": "gelu",
|
| 9 |
-
"classifier_bias": false,
|
| 10 |
-
"classifier_dropout": 0.0,
|
| 11 |
-
"classifier_pooling": "mean",
|
| 12 |
-
"cls_token_id": 50281,
|
| 13 |
-
"decoder_bias": true,
|
| 14 |
-
"deterministic_flash_attn": false,
|
| 15 |
-
"dtype": "float32",
|
| 16 |
-
"embedding_dropout": 0.0,
|
| 17 |
-
"eos_token_id": 50282,
|
| 18 |
-
"global_attn_every_n_layers": 3,
|
| 19 |
-
"global_rope_theta": 160000.0,
|
| 20 |
-
"gradient_checkpointing": false,
|
| 21 |
-
"hidden_activation": "gelu",
|
| 22 |
-
"hidden_size": 768,
|
| 23 |
-
"id2label": {
|
| 24 |
-
"0": "card_arrival",
|
| 25 |
-
"1": "card_linking",
|
| 26 |
-
"2": "exchange_rate",
|
| 27 |
-
"3": "card_payment_wrong_exchange_rate",
|
| 28 |
-
"4": "extra_charge_on_statement",
|
| 29 |
-
"5": "pending_cash_withdrawal",
|
| 30 |
-
"6": "fiat_currency_support",
|
| 31 |
-
"7": "card_delivery_estimate",
|
| 32 |
-
"8": "automatic_top_up",
|
| 33 |
-
"9": "card_not_working",
|
| 34 |
-
"10": "exchange_via_app",
|
| 35 |
-
"11": "lost_or_stolen_card",
|
| 36 |
-
"12": "age_limit",
|
| 37 |
-
"13": "pin_blocked",
|
| 38 |
-
"14": "contactless_not_working",
|
| 39 |
-
"15": "top_up_by_bank_transfer_charge",
|
| 40 |
-
"16": "pending_top_up",
|
| 41 |
-
"17": "cancel_transfer",
|
| 42 |
-
"18": "top_up_limits",
|
| 43 |
-
"19": "wrong_amount_of_cash_received",
|
| 44 |
-
"20": "card_payment_fee_charged",
|
| 45 |
-
"21": "transfer_not_received_by_recipient",
|
| 46 |
-
"22": "supported_cards_and_currencies",
|
| 47 |
-
"23": "getting_virtual_card",
|
| 48 |
-
"24": "card_acceptance",
|
| 49 |
-
"25": "top_up_reverted",
|
| 50 |
-
"26": "balance_not_updated_after_cheque_or_cash_deposit",
|
| 51 |
-
"27": "card_payment_not_recognised",
|
| 52 |
-
"28": "edit_personal_details",
|
| 53 |
-
"29": "why_verify_identity",
|
| 54 |
-
"30": "unable_to_verify_identity",
|
| 55 |
-
"31": "get_physical_card",
|
| 56 |
-
"32": "visa_or_mastercard",
|
| 57 |
-
"33": "topping_up_by_card",
|
| 58 |
-
"34": "disposable_card_limits",
|
| 59 |
-
"35": "compromised_card",
|
| 60 |
-
"36": "atm_support",
|
| 61 |
-
"37": "direct_debit_payment_not_recognised",
|
| 62 |
-
"38": "passcode_forgotten",
|
| 63 |
-
"39": "declined_cash_withdrawal",
|
| 64 |
-
"40": "pending_card_payment",
|
| 65 |
-
"41": "lost_or_stolen_phone",
|
| 66 |
-
"42": "request_refund",
|
| 67 |
-
"43": "declined_transfer",
|
| 68 |
-
"44": "Refund_not_showing_up",
|
| 69 |
-
"45": "declined_card_payment",
|
| 70 |
-
"46": "pending_transfer",
|
| 71 |
-
"47": "terminate_account",
|
| 72 |
-
"48": "card_swallowed",
|
| 73 |
-
"49": "transaction_charged_twice",
|
| 74 |
-
"50": "verify_source_of_funds",
|
| 75 |
-
"51": "transfer_timing",
|
| 76 |
-
"52": "reverted_card_payment?",
|
| 77 |
-
"53": "change_pin",
|
| 78 |
-
"54": "beneficiary_not_allowed",
|
| 79 |
-
"55": "transfer_fee_charged",
|
| 80 |
-
"56": "receiving_money",
|
| 81 |
-
"57": "failed_transfer",
|
| 82 |
-
"58": "transfer_into_account",
|
| 83 |
-
"59": "verify_top_up",
|
| 84 |
-
"60": "getting_spare_card",
|
| 85 |
-
"61": "top_up_by_cash_or_cheque",
|
| 86 |
-
"62": "order_physical_card",
|
| 87 |
-
"63": "virtual_card_not_working",
|
| 88 |
-
"64": "wrong_exchange_rate_for_cash_withdrawal",
|
| 89 |
-
"65": "get_disposable_virtual_card",
|
| 90 |
-
"66": "top_up_failed",
|
| 91 |
-
"67": "balance_not_updated_after_bank_transfer",
|
| 92 |
-
"68": "cash_withdrawal_not_recognised",
|
| 93 |
-
"69": "exchange_charge",
|
| 94 |
-
"70": "top_up_by_card_charge",
|
| 95 |
-
"71": "activate_my_card",
|
| 96 |
-
"72": "cash_withdrawal_charge",
|
| 97 |
-
"73": "card_about_to_expire",
|
| 98 |
-
"74": "apple_pay_or_google_pay",
|
| 99 |
-
"75": "verify_my_identity",
|
| 100 |
-
"76": "country_support"
|
| 101 |
-
},
|
| 102 |
-
"initializer_cutoff_factor": 2.0,
|
| 103 |
-
"initializer_range": 0.02,
|
| 104 |
-
"intermediate_size": 1152,
|
| 105 |
-
"label2id": {
|
| 106 |
-
"Refund_not_showing_up": 44,
|
| 107 |
-
"activate_my_card": 71,
|
| 108 |
-
"age_limit": 12,
|
| 109 |
-
"apple_pay_or_google_pay": 74,
|
| 110 |
-
"atm_support": 36,
|
| 111 |
-
"automatic_top_up": 8,
|
| 112 |
-
"balance_not_updated_after_bank_transfer": 67,
|
| 113 |
-
"balance_not_updated_after_cheque_or_cash_deposit": 26,
|
| 114 |
-
"beneficiary_not_allowed": 54,
|
| 115 |
-
"cancel_transfer": 17,
|
| 116 |
-
"card_about_to_expire": 73,
|
| 117 |
-
"card_acceptance": 24,
|
| 118 |
-
"card_arrival": 0,
|
| 119 |
-
"card_delivery_estimate": 7,
|
| 120 |
-
"card_linking": 1,
|
| 121 |
-
"card_not_working": 9,
|
| 122 |
-
"card_payment_fee_charged": 20,
|
| 123 |
-
"card_payment_not_recognised": 27,
|
| 124 |
-
"card_payment_wrong_exchange_rate": 3,
|
| 125 |
-
"card_swallowed": 48,
|
| 126 |
-
"cash_withdrawal_charge": 72,
|
| 127 |
-
"cash_withdrawal_not_recognised": 68,
|
| 128 |
-
"change_pin": 53,
|
| 129 |
-
"compromised_card": 35,
|
| 130 |
-
"contactless_not_working": 14,
|
| 131 |
-
"country_support": 76,
|
| 132 |
-
"declined_card_payment": 45,
|
| 133 |
-
"declined_cash_withdrawal": 39,
|
| 134 |
-
"declined_transfer": 43,
|
| 135 |
-
"direct_debit_payment_not_recognised": 37,
|
| 136 |
-
"disposable_card_limits": 34,
|
| 137 |
-
"edit_personal_details": 28,
|
| 138 |
-
"exchange_charge": 69,
|
| 139 |
-
"exchange_rate": 2,
|
| 140 |
-
"exchange_via_app": 10,
|
| 141 |
-
"extra_charge_on_statement": 4,
|
| 142 |
-
"failed_transfer": 57,
|
| 143 |
-
"fiat_currency_support": 6,
|
| 144 |
-
"get_disposable_virtual_card": 65,
|
| 145 |
-
"get_physical_card": 31,
|
| 146 |
-
"getting_spare_card": 60,
|
| 147 |
-
"getting_virtual_card": 23,
|
| 148 |
-
"lost_or_stolen_card": 11,
|
| 149 |
-
"lost_or_stolen_phone": 41,
|
| 150 |
-
"order_physical_card": 62,
|
| 151 |
-
"passcode_forgotten": 38,
|
| 152 |
-
"pending_card_payment": 40,
|
| 153 |
-
"pending_cash_withdrawal": 5,
|
| 154 |
-
"pending_top_up": 16,
|
| 155 |
-
"pending_transfer": 46,
|
| 156 |
-
"pin_blocked": 13,
|
| 157 |
-
"receiving_money": 56,
|
| 158 |
-
"request_refund": 42,
|
| 159 |
-
"reverted_card_payment?": 52,
|
| 160 |
-
"supported_cards_and_currencies": 22,
|
| 161 |
-
"terminate_account": 47,
|
| 162 |
-
"top_up_by_bank_transfer_charge": 15,
|
| 163 |
-
"top_up_by_card_charge": 70,
|
| 164 |
-
"top_up_by_cash_or_cheque": 61,
|
| 165 |
-
"top_up_failed": 66,
|
| 166 |
-
"top_up_limits": 18,
|
| 167 |
-
"top_up_reverted": 25,
|
| 168 |
-
"topping_up_by_card": 33,
|
| 169 |
-
"transaction_charged_twice": 49,
|
| 170 |
-
"transfer_fee_charged": 55,
|
| 171 |
-
"transfer_into_account": 58,
|
| 172 |
-
"transfer_not_received_by_recipient": 21,
|
| 173 |
-
"transfer_timing": 51,
|
| 174 |
-
"unable_to_verify_identity": 30,
|
| 175 |
-
"verify_my_identity": 75,
|
| 176 |
-
"verify_source_of_funds": 50,
|
| 177 |
-
"verify_top_up": 59,
|
| 178 |
-
"virtual_card_not_working": 63,
|
| 179 |
-
"visa_or_mastercard": 32,
|
| 180 |
-
"why_verify_identity": 29,
|
| 181 |
-
"wrong_amount_of_cash_received": 19,
|
| 182 |
-
"wrong_exchange_rate_for_cash_withdrawal": 64
|
| 183 |
-
},
|
| 184 |
-
"layer_norm_eps": 1e-05,
|
| 185 |
-
"local_attention": 128,
|
| 186 |
-
"local_rope_theta": 10000.0,
|
| 187 |
-
"max_position_embeddings": 8192,
|
| 188 |
-
"mlp_bias": false,
|
| 189 |
-
"mlp_dropout": 0.0,
|
| 190 |
-
"model_type": "modernbert",
|
| 191 |
-
"norm_bias": false,
|
| 192 |
-
"norm_eps": 1e-05,
|
| 193 |
-
"num_attention_heads": 12,
|
| 194 |
-
"num_hidden_layers": 22,
|
| 195 |
-
"pad_token_id": 50283,
|
| 196 |
-
"position_embedding_type": "absolute",
|
| 197 |
-
"repad_logits_with_grad": false,
|
| 198 |
-
"sep_token_id": 50282,
|
| 199 |
-
"sparse_pred_ignore_index": -100,
|
| 200 |
-
"sparse_prediction": false,
|
| 201 |
-
"transformers_version": "4.57.6",
|
| 202 |
-
"vocab_size": 50368
|
| 203 |
-
}
|
|
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/tokenizer.json
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_best/tokenizer_config.json
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| 874 |
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| 882 |
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| 890 |
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| 892 |
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| 914 |
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| 916 |
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| 922 |
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| 924 |
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| 930 |
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| 931 |
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| 932 |
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| 934 |
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| 937 |
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| 938 |
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| 939 |
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| 940 |
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| 944 |
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| 945 |
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|
FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/checkpoint_manifest.json
DELETED
|
@@ -1,28 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"best_epoch": 7,
|
| 3 |
-
"last_epoch": 8,
|
| 4 |
-
"best_metrics": {
|
| 5 |
-
"macro_f1": 0.9326615015817254,
|
| 6 |
-
"accuracy": 0.9312416555407209,
|
| 7 |
-
"weighted_f1": 0.9313505145627476,
|
| 8 |
-
"top3_accuracy": 0.9759679572763685,
|
| 9 |
-
"log_loss": 0.3411898283783065,
|
| 10 |
-
"bottom_quartile_intent_f1": 0.8533973920102174,
|
| 11 |
-
"probabilities_sha256": "88b3cb09c8c77e27a704e6d0de8a8c39a22d170966e39bc0e87aa00bedbcd5da"
|
| 12 |
-
},
|
| 13 |
-
"last_metrics": {
|
| 14 |
-
"macro_f1": 0.932587027823041,
|
| 15 |
-
"accuracy": 0.9312416555407209,
|
| 16 |
-
"weighted_f1": 0.9314242249168319,
|
| 17 |
-
"top3_accuracy": 0.9759679572763685,
|
| 18 |
-
"log_loss": 0.34269053974184827,
|
| 19 |
-
"bottom_quartile_intent_f1": 0.8518304404432658,
|
| 20 |
-
"probabilities_sha256": "bc20dc506cd0c7dfd4745aee4a7a58794262480f6dc95d30858860771ba2871d"
|
| 21 |
-
},
|
| 22 |
-
"best_weight_sha256": "edfbfae216b78229cb4321433504d300644dbde75b4de1fa86baad0dc750dc60",
|
| 23 |
-
"last_weight_sha256": "d8f4fa9ad904e199b2e73a8dd22451c70bd4e3d6c245b484f392eafd87d28ec4",
|
| 24 |
-
"best_bytes": 602281904,
|
| 25 |
-
"last_bytes": 602281904,
|
| 26 |
-
"identical_weights": false,
|
| 27 |
-
"hardlink_deduplicated": false
|
| 28 |
-
}
|
|
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|
FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_calibration.png
DELETED
|
Binary file (64 kB)
|
|
|
FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_classification_report.csv
DELETED
|
@@ -1,81 +0,0 @@
|
|
| 1 |
-
,precision,recall,f1-score,support
|
| 2 |
-
card_arrival,0.7586206896551724,0.9565217391304348,0.8461538461538461,23.0
|
| 3 |
-
card_linking,0.95,0.9047619047619048,0.926829268292683,21.0
|
| 4 |
-
exchange_rate,1.0,0.8235294117647058,0.9032258064516129,17.0
|
| 5 |
-
card_payment_wrong_exchange_rate,0.9583333333333334,0.92,0.9387755102040817,25.0
|
| 6 |
-
extra_charge_on_statement,1.0,0.96,0.9795918367346939,25.0
|
| 7 |
-
pending_cash_withdrawal,1.0,0.8571428571428571,0.9230769230769231,21.0
|
| 8 |
-
fiat_currency_support,0.95,1.0,0.9743589743589743,19.0
|
| 9 |
-
card_delivery_estimate,0.9375,0.8823529411764706,0.9090909090909091,17.0
|
| 10 |
-
automatic_top_up,0.9473684210526315,0.9473684210526315,0.9473684210526315,19.0
|
| 11 |
-
card_not_working,1.0,0.8823529411764706,0.9375,17.0
|
| 12 |
-
exchange_via_app,1.0,1.0,1.0,18.0
|
| 13 |
-
lost_or_stolen_card,0.7857142857142857,0.9166666666666666,0.8461538461538461,12.0
|
| 14 |
-
age_limit,1.0,1.0,1.0,16.0
|
| 15 |
-
pin_blocked,0.85,1.0,0.918918918918919,17.0
|
| 16 |
-
contactless_not_working,1.0,0.8,0.8888888888888888,5.0
|
| 17 |
-
top_up_by_bank_transfer_charge,0.8823529411764706,0.8823529411764706,0.8823529411764706,17.0
|
| 18 |
-
pending_top_up,0.9130434782608695,0.9545454545454546,0.9333333333333333,22.0
|
| 19 |
-
cancel_transfer,0.9565217391304348,0.9166666666666666,0.9361702127659575,24.0
|
| 20 |
-
top_up_limits,1.0,0.9333333333333333,0.9655172413793104,15.0
|
| 21 |
-
wrong_amount_of_cash_received,0.896551724137931,0.9629629629629629,0.9285714285714286,27.0
|
| 22 |
-
card_payment_fee_charged,0.9333333333333333,1.0,0.9655172413793104,28.0
|
| 23 |
-
transfer_not_received_by_recipient,0.7916666666666666,0.7307692307692307,0.76,26.0
|
| 24 |
-
supported_cards_and_currencies,0.9411764705882353,0.8421052631578947,0.8888888888888888,19.0
|
| 25 |
-
getting_virtual_card,0.9375,1.0,0.967741935483871,15.0
|
| 26 |
-
card_acceptance,1.0,0.8888888888888888,0.9411764705882353,9.0
|
| 27 |
-
top_up_reverted,0.9523809523809523,0.9090909090909091,0.9302325581395349,22.0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,0.9629629629629629,0.9629629629629629,0.9629629629629629,27.0
|
| 29 |
-
card_payment_not_recognised,0.8333333333333334,1.0,0.9090909090909091,25.0
|
| 30 |
-
edit_personal_details,1.0,1.0,1.0,18.0
|
| 31 |
-
why_verify_identity,0.9444444444444444,0.9444444444444444,0.9444444444444444,18.0
|
| 32 |
-
unable_to_verify_identity,0.7894736842105263,1.0,0.8823529411764706,15.0
|
| 33 |
-
get_physical_card,1.0,0.875,0.9333333333333333,16.0
|
| 34 |
-
visa_or_mastercard,0.9523809523809523,1.0,0.975609756097561,20.0
|
| 35 |
-
topping_up_by_card,0.8333333333333334,1.0,0.9090909090909091,15.0
|
| 36 |
-
disposable_card_limits,1.0,1.0,1.0,18.0
|
| 37 |
-
compromised_card,0.9090909090909091,0.7692307692307693,0.8333333333333334,13.0
|
| 38 |
-
atm_support,0.9285714285714286,1.0,0.9629629629629629,13.0
|
| 39 |
-
direct_debit_payment_not_recognised,1.0,1.0,1.0,27.0
|
| 40 |
-
passcode_forgotten,1.0,1.0,1.0,16.0
|
| 41 |
-
declined_cash_withdrawal,0.9230769230769231,0.9230769230769231,0.9230769230769231,26.0
|
| 42 |
-
pending_card_payment,1.0,0.9583333333333334,0.9787234042553191,24.0
|
| 43 |
-
lost_or_stolen_phone,1.0,0.9444444444444444,0.9714285714285714,18.0
|
| 44 |
-
request_refund,0.9545454545454546,0.84,0.8936170212765957,25.0
|
| 45 |
-
declined_transfer,0.8095238095238095,0.85,0.8292682926829268,20.0
|
| 46 |
-
Refund_not_showing_up,1.0,0.9583333333333334,0.9787234042553191,24.0
|
| 47 |
-
declined_card_payment,0.8,0.8695652173913043,0.8333333333333334,23.0
|
| 48 |
-
pending_transfer,0.8095238095238095,0.7727272727272727,0.7906976744186046,22.0
|
| 49 |
-
terminate_account,1.0,1.0,1.0,16.0
|
| 50 |
-
card_swallowed,1.0,1.0,1.0,9.0
|
| 51 |
-
transaction_charged_twice,1.0,1.0,1.0,26.0
|
| 52 |
-
verify_source_of_funds,1.0,1.0,1.0,17.0
|
| 53 |
-
transfer_timing,0.8421052631578947,0.8421052631578947,0.8421052631578947,19.0
|
| 54 |
-
reverted_card_payment?,0.9230769230769231,1.0,0.96,24.0
|
| 55 |
-
change_pin,0.8888888888888888,0.8888888888888888,0.8888888888888888,18.0
|
| 56 |
-
beneficiary_not_allowed,1.0,0.8695652173913043,0.9302325581395349,23.0
|
| 57 |
-
transfer_fee_charged,0.9259259259259259,0.9615384615384616,0.9433962264150944,26.0
|
| 58 |
-
receiving_money,1.0,1.0,1.0,14.0
|
| 59 |
-
failed_transfer,0.8,0.9523809523809523,0.8695652173913043,21.0
|
| 60 |
-
transfer_into_account,1.0,0.9411764705882353,0.9696969696969697,17.0
|
| 61 |
-
verify_top_up,1.0,0.9473684210526315,0.972972972972973,19.0
|
| 62 |
-
getting_spare_card,1.0,0.9473684210526315,0.972972972972973,19.0
|
| 63 |
-
top_up_by_cash_or_cheque,0.85,1.0,0.918918918918919,17.0
|
| 64 |
-
order_physical_card,0.9473684210526315,1.0,0.972972972972973,18.0
|
| 65 |
-
virtual_card_not_working,1.0,1.0,1.0,6.0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0.88,0.9166666666666666,0.8979591836734694,24.0
|
| 67 |
-
get_disposable_virtual_card,1.0,0.9333333333333333,0.9655172413793104,15.0
|
| 68 |
-
top_up_failed,0.9047619047619048,0.8636363636363636,0.8837209302325582,22.0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0.7857142857142857,0.8461538461538461,0.8148148148148148,26.0
|
| 70 |
-
cash_withdrawal_not_recognised,1.0,0.9166666666666666,0.9565217391304348,24.0
|
| 71 |
-
exchange_charge,0.9473684210526315,1.0,0.972972972972973,18.0
|
| 72 |
-
top_up_by_card_charge,0.9285714285714286,0.7647058823529411,0.8387096774193549,17.0
|
| 73 |
-
activate_my_card,0.96,1.0,0.9795918367346939,24.0
|
| 74 |
-
cash_withdrawal_charge,0.9629629629629629,0.9629629629629629,0.9629629629629629,27.0
|
| 75 |
-
card_about_to_expire,0.9473684210526315,0.9473684210526315,0.9473684210526315,19.0
|
| 76 |
-
apple_pay_or_google_pay,1.0,0.8947368421052632,0.9444444444444444,19.0
|
| 77 |
-
verify_my_identity,1.0,0.75,0.8571428571428571,16.0
|
| 78 |
-
country_support,1.0,1.0,1.0,19.0
|
| 79 |
-
accuracy,0.9312416555407209,0.9312416555407209,0.9312416555407209,0.9312416555407209
|
| 80 |
-
macro avg,0.9387849081382637,0.9309890170829923,0.9326615015817254,1498.0
|
| 81 |
-
weighted avg,0.9354642799726377,0.9312416555407209,0.9313505145627476,1498.0
|
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_confusion_matrices.png
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_confusion_normalized.csv
DELETED
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@@ -1,78 +0,0 @@
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|
| 1 |
-
,card_arrival,card_linking,exchange_rate,card_payment_wrong_exchange_rate,extra_charge_on_statement,pending_cash_withdrawal,fiat_currency_support,card_delivery_estimate,automatic_top_up,card_not_working,exchange_via_app,lost_or_stolen_card,age_limit,pin_blocked,contactless_not_working,top_up_by_bank_transfer_charge,pending_top_up,cancel_transfer,top_up_limits,wrong_amount_of_cash_received,card_payment_fee_charged,transfer_not_received_by_recipient,supported_cards_and_currencies,getting_virtual_card,card_acceptance,top_up_reverted,balance_not_updated_after_cheque_or_cash_deposit,card_payment_not_recognised,edit_personal_details,why_verify_identity,unable_to_verify_identity,get_physical_card,visa_or_mastercard,topping_up_by_card,disposable_card_limits,compromised_card,atm_support,direct_debit_payment_not_recognised,passcode_forgotten,declined_cash_withdrawal,pending_card_payment,lost_or_stolen_phone,request_refund,declined_transfer,Refund_not_showing_up,declined_card_payment,pending_transfer,terminate_account,card_swallowed,transaction_charged_twice,verify_source_of_funds,transfer_timing,reverted_card_payment?,change_pin,beneficiary_not_allowed,transfer_fee_charged,receiving_money,failed_transfer,transfer_into_account,verify_top_up,getting_spare_card,top_up_by_cash_or_cheque,order_physical_card,virtual_card_not_working,wrong_exchange_rate_for_cash_withdrawal,get_disposable_virtual_card,top_up_failed,balance_not_updated_after_bank_transfer,cash_withdrawal_not_recognised,exchange_charge,top_up_by_card_charge,activate_my_card,cash_withdrawal_charge,card_about_to_expire,apple_pay_or_google_pay,verify_my_identity,country_support
|
| 2 |
-
card_arrival,0.9565217391304348,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 3 |
-
card_linking,0.047619047619047616,0.9047619047619048,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 4 |
-
exchange_rate,0.0,0.0,0.8235294117647058,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.11764705882352941,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 5 |
-
card_payment_wrong_exchange_rate,0.0,0.0,0.0,0.92,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 6 |
-
extra_charge_on_statement,0.0,0.0,0.0,0.0,0.96,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 7 |
-
pending_cash_withdrawal,0.0,0.0,0.0,0.0,0.0,0.8571428571428571,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.09523809523809523,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 8 |
-
fiat_currency_support,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 9 |
-
card_delivery_estimate,0.11764705882352941,0.0,0.0,0.0,0.0,0.0,0.0,0.8823529411764706,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 10 |
-
automatic_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 11 |
-
card_not_working,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8823529411764706,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.11764705882352941,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 12 |
-
exchange_via_app,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 13 |
-
lost_or_stolen_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9166666666666666,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 14 |
-
age_limit,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 15 |
-
pin_blocked,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 16 |
-
contactless_not_working,0.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 17 |
-
top_up_by_bank_transfer_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8823529411764706,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0
|
| 18 |
-
pending_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9545454545454546,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 19 |
-
cancel_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9166666666666666,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 20 |
-
top_up_limits,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06666666666666667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 21 |
-
wrong_amount_of_cash_received,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9629629629629629,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 22 |
-
card_payment_fee_charged,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 23 |
-
transfer_not_received_by_recipient,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7307692307692307,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 24 |
-
supported_cards_and_currencies,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8421052631578947,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 25 |
-
getting_virtual_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 26 |
-
card_acceptance,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111111111111,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 27 |
-
top_up_reverted,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,0.037037037037037035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9629629629629629,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 29 |
-
card_payment_not_recognised,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 30 |
-
edit_personal_details,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 31 |
-
why_verify_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0
|
| 32 |
-
unable_to_verify_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 33 |
-
get_physical_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.125,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 34 |
-
visa_or_mastercard,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 35 |
-
topping_up_by_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 36 |
-
disposable_card_limits,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 37 |
-
compromised_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0
|
| 38 |
-
atm_support,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 39 |
-
direct_debit_payment_not_recognised,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 40 |
-
passcode_forgotten,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 41 |
-
declined_cash_withdrawal,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9230769230769231,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 42 |
-
pending_card_payment,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 43 |
-
lost_or_stolen_phone,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05555555555555555,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9444444444444444,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 44 |
-
request_refund,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.84,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 45 |
-
declined_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.85,0.0,0.05,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 46 |
-
Refund_not_showing_up,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9583333333333334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 47 |
-
declined_card_payment,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.08695652173913043,0.0,0.8695652173913043,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 48 |
-
pending_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.13636363636363635,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7727272727272727,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.09090909090909091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 49 |
-
terminate_account,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 50 |
-
card_swallowed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 51 |
-
transaction_charged_twice,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 52 |
-
verify_source_of_funds,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 53 |
-
transfer_timing,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8421052631578947,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 54 |
-
reverted_card_payment?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 55 |
-
change_pin,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1111111111111111,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8888888888888888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 56 |
-
beneficiary_not_allowed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.043478260869565216,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8695652173913043,0.0,0.0,0.043478260869565216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 57 |
-
transfer_fee_charged,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9615384615384616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 58 |
-
receiving_money,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 59 |
-
failed_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.047619047619047616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9523809523809523,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 60 |
-
transfer_into_account,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9411764705882353,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 61 |
-
verify_top_up,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 62 |
-
getting_spare_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 63 |
-
top_up_by_cash_or_cheque,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 64 |
-
order_physical_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 65 |
-
virtual_card_not_working,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9166666666666666,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0
|
| 67 |
-
get_disposable_virtual_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.06666666666666667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9333333333333333,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 68 |
-
top_up_failed,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045454545454545456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8636363636363636,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.07692307692307693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038461538461538464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8461538461538461,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 70 |
-
cash_withdrawal_not_recognised,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.041666666666666664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9166666666666666,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 71 |
-
exchange_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 72 |
-
top_up_by_card_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.11764705882352941,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.058823529411764705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.7647058823529411,0.0,0.0,0.0,0.0,0.0,0.0
|
| 73 |
-
activate_my_card,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0
|
| 74 |
-
cash_withdrawal_charge,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.037037037037037035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9629629629629629,0.0,0.0,0.0,0.0
|
| 75 |
-
card_about_to_expire,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.9473684210526315,0.0,0.0,0.0
|
| 76 |
-
apple_pay_or_google_pay,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.05263157894736842,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8947368421052632,0.0,0.0
|
| 77 |
-
verify_my_identity,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1875,0.0,0.0,0.0,0.0,0.0625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.75,0.0
|
| 78 |
-
country_support,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
|
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_confusion_raw.csv
DELETED
|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
,card_arrival,card_linking,exchange_rate,card_payment_wrong_exchange_rate,extra_charge_on_statement,pending_cash_withdrawal,fiat_currency_support,card_delivery_estimate,automatic_top_up,card_not_working,exchange_via_app,lost_or_stolen_card,age_limit,pin_blocked,contactless_not_working,top_up_by_bank_transfer_charge,pending_top_up,cancel_transfer,top_up_limits,wrong_amount_of_cash_received,card_payment_fee_charged,transfer_not_received_by_recipient,supported_cards_and_currencies,getting_virtual_card,card_acceptance,top_up_reverted,balance_not_updated_after_cheque_or_cash_deposit,card_payment_not_recognised,edit_personal_details,why_verify_identity,unable_to_verify_identity,get_physical_card,visa_or_mastercard,topping_up_by_card,disposable_card_limits,compromised_card,atm_support,direct_debit_payment_not_recognised,passcode_forgotten,declined_cash_withdrawal,pending_card_payment,lost_or_stolen_phone,request_refund,declined_transfer,Refund_not_showing_up,declined_card_payment,pending_transfer,terminate_account,card_swallowed,transaction_charged_twice,verify_source_of_funds,transfer_timing,reverted_card_payment?,change_pin,beneficiary_not_allowed,transfer_fee_charged,receiving_money,failed_transfer,transfer_into_account,verify_top_up,getting_spare_card,top_up_by_cash_or_cheque,order_physical_card,virtual_card_not_working,wrong_exchange_rate_for_cash_withdrawal,get_disposable_virtual_card,top_up_failed,balance_not_updated_after_bank_transfer,cash_withdrawal_not_recognised,exchange_charge,top_up_by_card_charge,activate_my_card,cash_withdrawal_charge,card_about_to_expire,apple_pay_or_google_pay,verify_my_identity,country_support
|
| 2 |
-
card_arrival,22,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 3 |
-
card_linking,1,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 4 |
-
exchange_rate,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0
|
| 5 |
-
card_payment_wrong_exchange_rate,0,0,0,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 6 |
-
extra_charge_on_statement,0,0,0,0,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 7 |
-
pending_cash_withdrawal,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 8 |
-
fiat_currency_support,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 9 |
-
card_delivery_estimate,2,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 10 |
-
automatic_top_up,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
|
| 11 |
-
card_not_working,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 12 |
-
exchange_via_app,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 13 |
-
lost_or_stolen_card,0,0,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 14 |
-
age_limit,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 15 |
-
pin_blocked,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 16 |
-
contactless_not_working,1,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 17 |
-
top_up_by_bank_transfer_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
|
| 18 |
-
pending_top_up,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 19 |
-
cancel_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 20 |
-
top_up_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 21 |
-
wrong_amount_of_cash_received,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 22 |
-
card_payment_fee_charged,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 23 |
-
transfer_not_received_by_recipient,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0
|
| 24 |
-
supported_cards_and_currencies,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 25 |
-
getting_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 26 |
-
card_acceptance,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 27 |
-
top_up_reverted,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 28 |
-
balance_not_updated_after_cheque_or_cash_deposit,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 29 |
-
card_payment_not_recognised,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 30 |
-
edit_personal_details,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 31 |
-
why_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
|
| 32 |
-
unable_to_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 33 |
-
get_physical_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 34 |
-
visa_or_mastercard,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 35 |
-
topping_up_by_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 36 |
-
disposable_card_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 37 |
-
compromised_card,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
|
| 38 |
-
atm_support,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 39 |
-
direct_debit_payment_not_recognised,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 40 |
-
passcode_forgotten,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 41 |
-
declined_cash_withdrawal,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 42 |
-
pending_card_payment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 43 |
-
lost_or_stolen_phone,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 44 |
-
request_refund,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,21,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 45 |
-
declined_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 46 |
-
Refund_not_showing_up,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 47 |
-
declined_card_payment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,20,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 48 |
-
pending_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0
|
| 49 |
-
terminate_account,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 50 |
-
card_swallowed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 51 |
-
transaction_charged_twice,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 52 |
-
verify_source_of_funds,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 53 |
-
transfer_timing,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
|
| 54 |
-
reverted_card_payment?,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 55 |
-
change_pin,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 56 |
-
beneficiary_not_allowed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,20,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 57 |
-
transfer_fee_charged,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 58 |
-
receiving_money,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 59 |
-
failed_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 60 |
-
transfer_into_account,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 61 |
-
verify_top_up,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 62 |
-
getting_spare_card,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 63 |
-
top_up_by_cash_or_cheque,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 64 |
-
order_physical_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 65 |
-
virtual_card_not_working,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 66 |
-
wrong_exchange_rate_for_cash_withdrawal,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,0,0,0,0,0,0,1,0,0,0,0
|
| 67 |
-
get_disposable_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0
|
| 68 |
-
top_up_failed,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,0,0
|
| 69 |
-
balance_not_updated_after_bank_transfer,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,22,0,0,0,0,0,0,0,0,0
|
| 70 |
-
cash_withdrawal_not_recognised,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,0,0,0,0,0,0,0
|
| 71 |
-
exchange_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0
|
| 72 |
-
top_up_by_card_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0
|
| 73 |
-
activate_my_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0
|
| 74 |
-
cash_withdrawal_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,0,0,0,0
|
| 75 |
-
card_about_to_expire,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,0,0,0
|
| 76 |
-
apple_pay_or_google_pay,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,17,0,0
|
| 77 |
-
verify_my_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,0
|
| 78 |
-
country_support,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_metrics.json
DELETED
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@@ -1,8 +0,0 @@
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| 1 |
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{
|
| 2 |
-
"macro_f1": 0.9326615015817254,
|
| 3 |
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"accuracy": 0.9312416555407209,
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| 4 |
-
"weighted_f1": 0.9313505145627476,
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| 5 |
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"top3_accuracy": 0.9759679572763685,
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| 6 |
-
"log_loss": 0.3411898283783065,
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| 7 |
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"bottom_quartile_intent_f1": 0.8533973920102174
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| 8 |
-
}
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_predictions.csv
DELETED
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FINAL_PRETRAINED_PRETRAINED_ADV_RDROP_SEED42/evaluation_best/validation_probabilities.npy
DELETED
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version https://git-lfs.github.com/spec/v1
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oid sha256:88b3cb09c8c77e27a704e6d0de8a8c39a22d170966e39bc0e87aa00bedbcd5da
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size 461512
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