water.bindings.pojos

Class SVDParametersV99

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelParametersSchemaV3

water.bindings.pojos.SVDParametersV99

public class SVDParametersV99
extends ModelParametersSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
boolean	keepU Save left singular vectors?
int	maxIterations Maximum iterations
int	nv Number of right singular vectors
long	seed RNG seed for k-means++ initialization
SVDMethod	svdMethod Method for computing SVD (Caution: Randomized is currently experimental and unstable)
DataInfoTransformType	transform Transformation of training data
java.lang.String	uName Frame key to save left singular vectors
boolean	useAllFactorLevels Whether first factor level is included in each categorical expansion

Fields inherited from class water.bindings.pojos.ModelParametersSchemaV3

aucType, categoricalEncoding, checkpoint, customDistributionFunc, customMetricFunc, distribution, exportCheckpointsDir, foldAssignment, foldColumn, gainsliftBins, 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
SVDParametersV99() 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

transform

public DataInfoTransformType transform

Transformation of training data

svdMethod

@SerializedName(value="svd_method")
public SVDMethod svdMethod

Method for computing SVD (Caution: Randomized is currently experimental and unstable)

nv

public int nv

Number of right singular vectors

maxIterations

@SerializedName(value="max_iterations")
public int maxIterations

Maximum iterations

seed

public long seed

RNG seed for k-means++ initialization

keepU

@SerializedName(value="keep_u")
public boolean keepU

Save left singular vectors?

uName

@SerializedName(value="u_name")
public java.lang.String uName

Frame key to save left singular vectors

useAllFactorLevels

@SerializedName(value="use_all_factor_levels")
public boolean useAllFactorLevels

Whether first factor level is included in each categorical expansion

Constructor Detail

SVDParametersV99

public SVDParametersV99()

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