GridSearchConfig
VariantGrid search over hyperparameter combinations. See setup_GridSearch.
Properties
resampler_configsearch_typestringdefault"exhaustive"Grid search strategy.
one of
"exhaustive""randomized"randomize_pnumber | nulldefaultnull> 0< 1Fraction of combinations to test when search_type is 'randomized'.
metrics_aggregate_fnstringdefault"mean"Name of the function used to aggregate metrics across resamples.
metricstring | nulldefaultnullMetric to minimize or maximize. NULL = set from outcome type.
maximizeboolean | nulldefaultnullMaximize `metric` (otherwise minimize). NULL = set from the metric.