evalml.pipelines.components.StandardScaler

Inheritance diagram of StandardScaler
class evalml.pipelines.components.StandardScaler(random_state=0)[source]

Standardize features: removes mean and scales to unit variance

name = 'Standard Scaler'
model_family = 'none'
hyperparameter_ranges = {}

Instance attributes

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