evalml.pipelines.components.StandardScaler

class evalml.pipelines.components.StandardScaler(random_state=0, **kwargs)

Standardize features: removes mean and scales to unit variance.

name = 'Standard Scaler'

model_family = 'none'

hyperparameter_ranges = {}

default_parameters = {}

Instance attributes

needs_fitting
parameters	Returns the parameters which were used to initialize the component

Methods:

__init__	Initialize self.
clone	Constructs a new component with the same parameters and random state.
describe	Describe a component and its parameters
fit	Fits component to data
fit_transform	Fits on X and transforms X
load	Loads component at file path
save	Saves component at file path
transform	Transforms data X.

Class Inheritance

evalml.pipelines.components.SimpleImputer.transform evalml.pipelines.components.StandardScaler.__init__