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GridSearchConfig

Variant

Grid search over hyperparameter combinations. See setup_GridSearch.

Raw JSONv1Unknown properties rejected

Properties

resampler_config
search_type
stringdefault "exhaustive"

Grid search strategy.

one of"exhaustive""randomized"

randomize_p
number | nulldefault null> 0< 1

Fraction of combinations to test when search_type is 'randomized'.

metrics_aggregate_fn
stringdefault "mean"

Name of the function used to aggregate metrics across resamples.

metric
string | nulldefault null

Metric to minimize or maximize. NULL = set from outcome type.

maximize
boolean | nulldefault null

Maximize `metric` (otherwise minimize). NULL = set from the metric.

Relationships

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