pg.early_stopping.StepWise

Accessible via pg.early_stopping.StepWise.

class StepWise(plan)[source]

Bases: pg.early_stopping.EarlyStopingPolicyBase

Step-wise early stopping policy.

Methods:

recover(history)

Recovers the policy state based on history.

should_stop_early(trial)

Returns True if a trial should be stopped early.
recover(history)[source]

Recovers the policy state based on history.

should_stop_early(trial)[source]

Returns True if a trial should be stopped early.

Return type:

bool