evalml.pipelines.components.StandardScaler

class evalml.pipelines.components.StandardScaler[source]

Standardize features: removes mean and scales to unit variance

Methods

__init__

Initialize self.

describe

Describe a component and its parameters

fit

Fits component to data

fit_transform

Fits on X and transforms X

transform

Transforms data X