Open linomp opened 2 years ago
Suppress excessive warnings when using area under curve metric for grid search (this metric gives much better results).
It's normal that some parameter combinations during the grid search yield ill-posed training sets, but this generates a lot of warnings.
Sklearn resets the warning filters so this is very tricky.
Manuel suggested:
Instead of sklearn try another hyper-param optimizer (hyper-opt, optuna)
Suppress excessive warnings when using area under curve metric for grid search (this metric gives much better results).
It's normal that some parameter combinations during the grid search yield ill-posed training sets, but this generates a lot of warnings.
Sklearn resets the warning filters so this is very tricky.