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shuffle cv folds every generation? #82

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perib opened this issue Sep 28, 2023 · 0 comments
Open

shuffle cv folds every generation? #82

perib opened this issue Sep 28, 2023 · 0 comments
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enhancement New feature or request question Further information is requested

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@perib
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perib commented Sep 28, 2023

TPOT can get very good at overfitting the cv score. Maybe shuffling the cv fold every generation would counteract this? It would add noise to the learning process, but in some evolutionary algorithms, noise can be beneficial.
@jay-m-dev jay-m-dev added question Further information is requested enhancement New feature or request labels Sep 29, 2023
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@perib @jay-m-dev