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GridSearchConfig

Variant

Grid search over hyperparameter combinations.

Properties

resampler_config
search_type
string

Grid search strategy.

one of"exhaustive""randomized"

randomize_p
number | null> 0< 1

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

metrics_aggregate_fn
string

Name of the function used to aggregate metrics across resamples.

metric
string | null

Metric to minimize or maximize. Unset sets it from the outcome type.

maximize
boolean | null

Maximize `metric` (otherwise minimize). Unset sets it from the metric.

Relationships

Composes

Used by