water.bindings.pojos

Class TargetEncoderTransformParametersV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.TargetEncoderTransformParametersV3

public class TargetEncoderTransformParametersV3
extends SchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
boolean	asTraining Force encoding mode for training data: when using a leakage handling strategy different from None, training data should be transformed with this flag set to true (Defaults to false).
boolean	blending Enables or disables blending.
FrameKeyV3	frame Frame to transform.
double	inflectionPoint Inflection point.
ModelKeyV3	model Target Encoder model to use.
double	noise Noise.
double	smoothing Smoothing.

Constructor Summary

Constructors

Constructor and Description
TargetEncoderTransformParametersV3() Public constructor

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString() Return the contents of this object as a JSON String.

Methods inherited from class java.lang.Object

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

Field Detail

model

public ModelKeyV3 model

Target Encoder model to use.

frame

public FrameKeyV3 frame

Frame to transform.

asTraining

@SerializedName(value="as_training")
public boolean asTraining

Force encoding mode for training data: when using a leakage handling strategy different from None, training data should be transformed with this flag set to true (Defaults to false).

blending

public boolean blending

Enables or disables blending. Defaults to the value assigned at model creation.

inflectionPoint

@SerializedName(value="inflection_point")
public double inflectionPoint

Inflection point. Defaults to the value assigned at model creation.

smoothing

public double smoothing

Smoothing. Defaults to the value assigned at model creation.

noise

public double noise

Noise. Defaults to the value assigned at model creation.

Constructor Detail

TargetEncoderTransformParametersV3

public TargetEncoderTransformParametersV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class SchemaV3