StandardScaler

com.spotify.featran.transformers.StandardScaler$

object StandardScaler extends SettingsBuilder

Transform features by normalizing each feature to have unit standard deviation and/or zero mean. When withStd is true, it scales the data to unit standard deviation. When withMean is true, it centers the data with mean before scaling.

Missing values are transformed to 0.0 if withMean is true or population mean otherwise.

Attributes

Source:: StandardScaler.scala
Graph
Supertypes: trait SettingsBuilder
class Object
trait Matchable
class Any
Self type: StandardScaler.type

Members list

Concise view

Value members

Concrete methods

Create a new StandardScaler instance.

Attributes

withMean: whether to center the data with mean before scaling
withStd: whether to scale the data to unit standard deviation
Source:: StandardScaler.scala

Create a new StandardScaler from a settings object

Attributes

setting: Settings object
Source:: StandardScaler.scala

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