water.bindings.pojos

Class TargetEncoderParametersV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelParametersSchemaV3

water.bindings.pojos.TargetEncoderParametersV3

public class TargetEncoderParametersV3
extends ModelParametersSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
boolean	blending Blending enabled/disabled
H2otargetencodingTargetEncoderDataLeakageHandlingStrategy	dataLeakageHandling Data leakage handling strategy.
double	f Smoothing.
double	k Inflection point.
double	noiseLevel Noise level
long	seed Seed for the specified noise level

Fields inherited from class water.bindings.pojos.ModelParametersSchemaV3

categoricalEncoding, checkpoint, customDistributionFunc, customMetricFunc, distribution, exportCheckpointsDir, foldAssignment, foldColumn, huberAlpha, ignoreConstCols, ignoredColumns, keepCrossValidationFoldAssignment, keepCrossValidationModels, keepCrossValidationPredictions, maxCategoricalLevels, maxRuntimeSecs, modelId, nfolds, offsetColumn, parallelizeCrossValidation, quantileAlpha, responseColumn, scoreEachIteration, stoppingMetric, stoppingRounds, stoppingTolerance, trainingFrame, tweediePower, validationFrame, weightsColumn

Constructor Summary

Constructors

Constructor and Description
TargetEncoderParametersV3() 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

blending

public boolean blending

Blending enabled/disabled

k

public double k

Inflection point. Used for blending (if enabled). Blending is to be enabled separately using the 'blending' parameter.

f

public double f

Smoothing. Used for blending (if enabled). Blending is to be enabled separately using the 'blending' parameter.

dataLeakageHandling

@SerializedName(value="data_leakage_handling")
public H2otargetencodingTargetEncoderDataLeakageHandlingStrategy dataLeakageHandling

Data leakage handling strategy.

noiseLevel

@SerializedName(value="noise_level")
public double noiseLevel

Noise level

seed

public long seed

Seed for the specified noise level

Constructor Detail

TargetEncoderParametersV3

public TargetEncoderParametersV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelParametersSchemaV3