InstanceConfigValidation

Instance Constructors

new InstanceConfigValidation(config: InstanceConfig)

Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final val CLASSIFICATION_METRICS: Array[String]
final val EVOLUTION_STRATEGIES: Array[String]
final val GENETIC_MBO_REGRESSOR_TYPES: Array[String]
final val INITIAL_GENERATION_MIXING_MODES: Array[String]
final val INITIAL_GENERATION_MODES: Array[String]
final val MODEL_FAMILY: FamilyValidator
final val MUTATION_MAGNITUDE_MODES: Array[String]
final val MUTATION_STRATEGIES: Array[String]
final val OHE_WARNING: String
final val OPTIMIZATION_STRATEGIES: Array[String]
final val REGRESSION_METRICS: Array[String]
final val SCALING_WARNING: String
final val TRAIN_SPLIT_MODES: Array[String]
final val allowableCardinalilties: List[String]

Definition Classes
ConfigurationDefaults
final val allowableCategoricalFilterModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableCharacterFillStats: List[String]

Definition Classes
ConfigurationDefaults
final val allowableClassificationScoringMetrics: List[String]

Definition Classes
ConfigurationDefaults
final val allowableDateTimeConversionTypes: List[String]

Static restrictions
Static restrictions

Definition Classes
ConfigurationDefaults
final val allowableDateTimeConversions: List[String]

Definition Classes
ConfigurationDefaults
final val allowableEvolutionStrategies: List[String]

Definition Classes
ConfigurationDefaults
final val allowableFeatureImportanceCutoffTypes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableFeatureInteractionModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableGeneticMBORegressorTypes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableHyperSpaceModelTypes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableInitialGenerationIndexMixingModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableInitialGenerationModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableKMeansDistanceMeasurements: List[String]

Definition Classes
ConfigurationDefaults
final val allowableLabelBalanceModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableMlFlowLoggingModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableMutationMagnitudeMode: List[String]

Definition Classes
ConfigurationDefaults
final val allowableMutationModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableMutationStrategies: List[String]

Definition Classes
ConfigurationDefaults
final val allowableNAFillModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowableNumericFillStats: List[String]

Definition Classes
ConfigurationDefaults
final val allowableOutlierFilterBounds: List[String]

Definition Classes
ConfigurationDefaults
final val allowablePearsonFilterDirections: List[String]

Definition Classes
ConfigurationDefaults
final val allowablePearsonFilterModes: List[String]

Definition Classes
ConfigurationDefaults
final val allowablePearsonFilterStats: List[String]

Definition Classes
ConfigurationDefaults
final val allowableRegressionScoringMetrics: List[String]

Definition Classes
ConfigurationDefaults
final val allowableScalers: List[String]

Definition Classes
ConfigurationDefaults
final val allowableScoringOptimizationStrategies: List[String]

Definition Classes
ConfigurationDefaults
final val allowableTrainSplitMethods: List[String]

Definition Classes
ConfigurationDefaults
final val allowableVectorMutationMethods: List[String]

Definition Classes
ConfigurationDefaults
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def getDefaultConfig(modelFamily: String, predictionType: String): InstanceConfig

Definition Classes
ConfigurationDefaults
def hashCode(): Int

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def oneHotEncodeFlag(family: FamilyValidator): Boolean

Definition Classes
ConfigurationDefaults
def scalingFlag(family: FamilyValidator): Boolean

Definition Classes
ConfigurationDefaults
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
def validate(): Unit

Execute pre-run validation checks
final def wait(): Unit

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

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Docs: object InstanceConfigValidation | package config

class InstanceConfigValidation extends ConfigurationDefaults

Instance Constructors

new InstanceConfigValidation(config: InstanceConfig)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final val CLASSIFICATION_METRICS: Array[String]

final val EVOLUTION_STRATEGIES: Array[String]

final val GENETIC_MBO_REGRESSOR_TYPES: Array[String]

final val INITIAL_GENERATION_MIXING_MODES: Array[String]

final val INITIAL_GENERATION_MODES: Array[String]

final val MODEL_FAMILY: FamilyValidator

final val MUTATION_MAGNITUDE_MODES: Array[String]

final val MUTATION_STRATEGIES: Array[String]

final val OHE_WARNING: String

final val OPTIMIZATION_STRATEGIES: Array[String]

final val REGRESSION_METRICS: Array[String]

final val SCALING_WARNING: String

final val TRAIN_SPLIT_MODES: Array[String]

final val allowableCardinalilties: List[String]

final val allowableCategoricalFilterModes: List[String]

final val allowableCharacterFillStats: List[String]

final val allowableClassificationScoringMetrics: List[String]

final val allowableDateTimeConversionTypes: List[String]

final val allowableDateTimeConversions: List[String]

final val allowableEvolutionStrategies: List[String]

final val allowableFeatureImportanceCutoffTypes: List[String]

final val allowableFeatureInteractionModes: List[String]

final val allowableGeneticMBORegressorTypes: List[String]

final val allowableHyperSpaceModelTypes: List[String]

final val allowableInitialGenerationIndexMixingModes: List[String]

final val allowableInitialGenerationModes: List[String]

final val allowableKMeansDistanceMeasurements: List[String]

final val allowableLabelBalanceModes: List[String]

final val allowableMlFlowLoggingModes: List[String]

final val allowableMutationMagnitudeMode: List[String]

final val allowableMutationModes: List[String]

final val allowableMutationStrategies: List[String]

final val allowableNAFillModes: List[String]

final val allowableNumericFillStats: List[String]

final val allowableOutlierFilterBounds: List[String]

final val allowablePearsonFilterDirections: List[String]

final val allowablePearsonFilterModes: List[String]

final val allowablePearsonFilterStats: List[String]

final val allowableRegressionScoringMetrics: List[String]

final val allowableScalers: List[String]

final val allowableScoringOptimizationStrategies: List[String]

final val allowableTrainSplitMethods: List[String]

final val allowableVectorMutationMethods: List[String]

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def getDefaultConfig(modelFamily: String, predictionType: String): InstanceConfig

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

def oneHotEncodeFlag(family: FamilyValidator): Boolean

def scalingFlag(family: FamilyValidator): Boolean

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

def toString(): String

def validate(): Unit

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from ConfigurationDefaults

Inherited from AnyRef

Inherited from Any

Ungrouped