evalml.tuners.Tuner.add

abstract Tuner.add(pipeline_parameters, score)

Register a set of hyperparameters with the score obtained from training a pipeline with those hyperparameters.

Parameters

• pipeline_parameters (dict) – a dict of the parameters used to evaluate a pipeline

• score (float) – the score obtained by evaluating the pipeline with the provided parameters

Returns

None

evalml.tuners.Tuner.__init__ evalml.tuners.Tuner.is_search_space_exhausted