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bump up to 150 epochs #71

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bump up to 150 epochs #71

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@amn41 amn41 commented Aug 12, 2020

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Intent Cross-Validation Results (3 folds)

class support f1-score confused_with
macro avg 337 0.8188 N/A
weighted avg 337 0.8596 N/A
inform 78 0.8889 pay_cc(6), transfer_money(2)
check_balance 47 0.9485 search_transactions(1)
transfer_money 36 0.8831 pay_cc(2)
pay_cc 33 0.8649 inform(1)
search_transactions 23 0.8980 check_balance(1)
greet 20 0.8500 transfer_money(1), inform(1)
affirm 15 0.6923 inform(3), greet(2)
check_recipients 13 0.9600 pay_cc(1)
check_earnings 13 0.8800 search_transactions(1), check_balance(1)
thankyou 11 0.8800 N/A
deny 10 0.5000 transfer_money(1), thankyou(1)
help 10 0.9524 N/A
goodbye 10 0.5333 affirm(2), transfer_money(1)
human_handoff 9 0.8000 deny(2), transfer_money(1)
ask_transfer_charge 9 0.7500 transfer_money(1), search_transactions(1)

Entity Cross-Validation Results (5 folds)

entity support f1-score precision recall
micro avg 233 0.9451 0.9295 0.9614
macro avg 233 0.9599 0.9456 0.9751
weighted avg 233 0.9453 0.9303 0.9614
credit_card 94 0.9468 0.9468 0.9468
account_type 86 0.9213 0.8913 0.9535
payment_amount 34 0.9714 0.9444 1.0000
vendor_name 19 1.0000 1.0000 1.0000

@amn41 amn41 mentioned this pull request Aug 18, 2020
Base automatically changed from master to main March 24, 2021 09:01
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