evalml.tuners.RandomSearchTuner.propose

RandomSearchTuner.propose()[source]

Generate a unique set of parameters.

If tuner was initialized with with_replacement=True and the tuner is unable to generate a unique set of parameters after replacement_max_attempts tries, then NoParamsException is raised.

Returns

Proposed pipeline parameters

Return type

dict