evalml.pipelines.RegressionPipeline.__init__¶
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RegressionPipeline.__init__(parameters, random_state=None, random_seed=0)¶ Machine learning pipeline made out of transformers and a estimator.
- Required Class Variables:
component_graph (list): List of components in order. Accepts strings or ComponentBase subclasses in the list
- Parameters
parameters (dict) – Dictionary with component names as keys and dictionary of that component’s parameters as values. An empty dictionary {} implies using all default values for component parameters.
random_state (int) – Seed for the random number generator. Defaults to 0.