evalml.pipelines.components.StandardScaler

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

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

Inheritance diagram of StandardScaler