TunerConfig

Instance Constructors

new TunerConfig(tunerAutoStoppingScore: Double, tunerParallelism: Int, tunerKFold: Int, tunerTrainPortion: Double, tunerTrainSplitMethod: String, tunerKSampleSyntheticCol: String, tunerKSampleKGroups: Int, tunerKSampleKMeansMaxIter: Int, tunerKSampleKMeansTolerance: Double, tunerKSampleKMeansDistanceMeasurement: String, tunerKSampleKMeansSeed: Long, tunerKSampleKMeansPredictionCol: String, tunerKSampleLSHHashTables: Int, tunerKSampleLSHSeed: Long, tunerKSampleLSHOutputCol: String, tunerKSampleQuorumCount: Int, tunerKSampleMinimumVectorCountToMutate: Int, tunerKSampleVectorMutationMethod: String, tunerKSampleMutationMode: String, tunerKSampleMutationValue: Double, tunerKSampleLabelBalanceMode: String, tunerKSampleCardinalityThreshold: Int, tunerKSampleNumericRatio: Double, tunerKSampleNumericTarget: Int, tunerTrainSplitChronologicalColumn: String, tunerTrainSplitChronologicalRandomPercentage: Double, tunerSeed: Long, tunerFirstGenerationGenePool: Int, tunerNumberOfGenerations: Int, tunerNumberOfParentsToRetain: Int, tunerNumberOfMutationsPerGeneration: Int, tunerGeneticMixing: Double, tunerGenerationalMutationStrategy: String, tunerFixedMutationValue: Int, tunerMutationMagnitudeMode: String, tunerEvolutionStrategy: String, tunerGeneticMBORegressorType: String, tunerGeneticMBOCandidateFactor: Int, tunerContinuousEvolutionImprovementThreshold: Int, tunerContinuousEvolutionMaxIterations: Int, tunerContinuousEvolutionStoppingScore: Double, tunerContinuousEvolutionParallelism: Int, tunerContinuousEvolutionMutationAggressiveness: Int, tunerContinuousEvolutionGeneticMixing: Double, tunerContinuousEvolutionRollingImprovingCount: Int, tunerModelSeed: Map[String, Any], tunerHyperSpaceInference: Boolean, tunerHyperSpaceInferenceCount: Int, tunerHyperSpaceModelCount: Int, tunerHyperSpaceModelType: String, tunerInitialGenerationMode: String, tunerInitialGenerationPermutationCount: Int, tunerInitialGenerationIndexMixingMode: String, tunerInitialGenerationArraySeed: Long, tunerOutputDfRepartitionScaleFactor: Int, tunerDeltaCacheBackingDirectory: String, tunerDeltaCacheBackingDirectoryRemovalFlag: Boolean, splitCachingStrategy: String)

Value Members

final def !=(arg0: Any): Boolean

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final def ##(): Int

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final def ==(arg0: Any): Boolean

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final def asInstanceOf[T0]: T0

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def clone(): AnyRef

Attributes
protected[java.lang]
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final def eq(arg0: AnyRef): Boolean

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def finalize(): Unit

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final def getClass(): Class[_]

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final def isInstanceOf[T0]: Boolean

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final def ne(arg0: AnyRef): Boolean

Definition Classes
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final def notify(): Unit

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final def notifyAll(): Unit

Definition Classes
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var splitCachingStrategy: String
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
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var tunerAutoStoppingScore: Double
var tunerContinuousEvolutionGeneticMixing: Double
var tunerContinuousEvolutionImprovementThreshold: Int
var tunerContinuousEvolutionMaxIterations: Int
var tunerContinuousEvolutionMutationAggressiveness: Int
var tunerContinuousEvolutionParallelism: Int
var tunerContinuousEvolutionRollingImprovingCount: Int
var tunerContinuousEvolutionStoppingScore: Double
var tunerDeltaCacheBackingDirectory: String
var tunerDeltaCacheBackingDirectoryRemovalFlag: Boolean
var tunerEvolutionStrategy: String
var tunerFirstGenerationGenePool: Int
var tunerFixedMutationValue: Int
var tunerGenerationalMutationStrategy: String
var tunerGeneticMBOCandidateFactor: Int
var tunerGeneticMBORegressorType: String
var tunerGeneticMixing: Double
var tunerHyperSpaceInference: Boolean
var tunerHyperSpaceInferenceCount: Int
var tunerHyperSpaceModelCount: Int
var tunerHyperSpaceModelType: String
var tunerInitialGenerationArraySeed: Long
var tunerInitialGenerationIndexMixingMode: String
var tunerInitialGenerationMode: String
var tunerInitialGenerationPermutationCount: Int
var tunerKFold: Int
var tunerKSampleCardinalityThreshold: Int
var tunerKSampleKGroups: Int
var tunerKSampleKMeansDistanceMeasurement: String
var tunerKSampleKMeansMaxIter: Int
var tunerKSampleKMeansPredictionCol: String
var tunerKSampleKMeansSeed: Long
var tunerKSampleKMeansTolerance: Double
var tunerKSampleLSHHashTables: Int
var tunerKSampleLSHOutputCol: String
var tunerKSampleLSHSeed: Long
var tunerKSampleLabelBalanceMode: String
var tunerKSampleMinimumVectorCountToMutate: Int
var tunerKSampleMutationMode: String
var tunerKSampleMutationValue: Double
var tunerKSampleNumericRatio: Double
var tunerKSampleNumericTarget: Int
var tunerKSampleQuorumCount: Int
var tunerKSampleSyntheticCol: String
var tunerKSampleVectorMutationMethod: String
var tunerModelSeed: Map[String, Any]
var tunerMutationMagnitudeMode: String
var tunerNumberOfGenerations: Int
var tunerNumberOfMutationsPerGeneration: Int
var tunerNumberOfParentsToRetain: Int
var tunerOutputDfRepartitionScaleFactor: Int
var tunerParallelism: Int
var tunerSeed: Long
var tunerTrainPortion: Double
var tunerTrainSplitChronologicalColumn: String
var tunerTrainSplitChronologicalRandomPercentage: Double
var tunerTrainSplitMethod: String
final def wait(): Unit

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Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

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@throws( ... )
final def wait(arg0: Long): Unit

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@throws( ... )

Related Doc: package config

Instance Constructors

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def finalize(): Unit

final def getClass(): Class[_]

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

var splitCachingStrategy: String

final def synchronized[T0](arg0: ⇒ T0): T0

var tunerAutoStoppingScore: Double

var tunerContinuousEvolutionGeneticMixing: Double

var tunerContinuousEvolutionImprovementThreshold: Int

var tunerContinuousEvolutionMaxIterations: Int

var tunerContinuousEvolutionMutationAggressiveness: Int

var tunerContinuousEvolutionParallelism: Int

var tunerContinuousEvolutionRollingImprovingCount: Int

var tunerContinuousEvolutionStoppingScore: Double

var tunerDeltaCacheBackingDirectory: String

var tunerDeltaCacheBackingDirectoryRemovalFlag: Boolean

var tunerEvolutionStrategy: String

var tunerFirstGenerationGenePool: Int

var tunerFixedMutationValue: Int

var tunerGenerationalMutationStrategy: String

var tunerGeneticMBOCandidateFactor: Int

var tunerGeneticMBORegressorType: String

var tunerGeneticMixing: Double

var tunerHyperSpaceInference: Boolean

var tunerHyperSpaceInferenceCount: Int

var tunerHyperSpaceModelCount: Int

var tunerHyperSpaceModelType: String

var tunerInitialGenerationArraySeed: Long

var tunerInitialGenerationIndexMixingMode: String

var tunerInitialGenerationMode: String

var tunerInitialGenerationPermutationCount: Int

var tunerKFold: Int

var tunerKSampleCardinalityThreshold: Int

var tunerKSampleKGroups: Int

var tunerKSampleKMeansDistanceMeasurement: String

var tunerKSampleKMeansMaxIter: Int

var tunerKSampleKMeansPredictionCol: String

var tunerKSampleKMeansSeed: Long

var tunerKSampleKMeansTolerance: Double

var tunerKSampleLSHHashTables: Int

var tunerKSampleLSHOutputCol: String

var tunerKSampleLSHSeed: Long

var tunerKSampleLabelBalanceMode: String

var tunerKSampleMinimumVectorCountToMutate: Int

var tunerKSampleMutationMode: String

var tunerKSampleMutationValue: Double

var tunerKSampleNumericRatio: Double

var tunerKSampleNumericTarget: Int

var tunerKSampleQuorumCount: Int

var tunerKSampleSyntheticCol: String

var tunerKSampleVectorMutationMethod: String

var tunerModelSeed: Map[String, Any]

var tunerMutationMagnitudeMode: String

var tunerNumberOfGenerations: Int

var tunerNumberOfMutationsPerGeneration: Int

var tunerNumberOfParentsToRetain: Int

var tunerOutputDfRepartitionScaleFactor: Int

var tunerParallelism: Int

var tunerSeed: Long

var tunerTrainPortion: Double

var tunerTrainSplitChronologicalColumn: String

var tunerTrainSplitChronologicalRandomPercentage: Double

var tunerTrainSplitMethod: String

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable