Package ai.sklearn4j.base

Class TransformerMixin<InputType,OutputType>

java.lang.Object

ai.sklearn4j.base.TransformerMixin<InputType,OutputType>

Type Parameters:

InputType - Type of the input for the transformation.

OutputType - Type of the output for the transformation.

Direct Known Subclasses:

Binarizer, LabelBinarizer, LabelEncoder, MaximumAbsoluteScaler, MinimumMaximumScaler, MultiLabelBinarizer, Normalizer, RobustScaler, StandardScaler

public abstract class TransformerMixin<InputType,OutputType>
extends Object

Mixin class for all transformers in scikit-learn.

Constructor Summary

Constructors

Constructor	Description
TransformerMixin()

Method Summary

Modifier and Type	Method	Description
abstract InputType	inverseTransform(OutputType array)	Takes a transformed array and reveres the transformation.
abstract OutputType	transform(InputType array)	Takes the input array and transforms it.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TransformerMixin

public TransformerMixin()

Method Detail

transform

public abstract OutputType transform(InputType array)

Takes the input array and transforms it.

Parameters:

array - The array to transform.

Returns:

The transformed array.

inverseTransform

public abstract InputType inverseTransform(OutputType array)

Takes a transformed array and reveres the transformation.

Parameters:

array - The array to apply reveres transform.

Returns:

The inversed transform of array.