H2OStackedEnsembleParams

Type Members

implicit class ParametersExtraMethods extends AnyRef

Definition Classes
H2OAlgoParamsBase

Abstract Value Members

abstract def copy(extra: ParamMap): Params

Definition Classes
Params
abstract val uid: String

Definition Classes
HasBlendingDataFrame → Identifiable

Concrete Value Members

final def !=(arg0: Any): Boolean

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

Definition Classes
AnyRef → Any
final def $[T](param: Param[T]): T

Attributes
protected
Definition Classes
Params
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
val aucType: Param[String]

Attributes
protected
def booleanParam(name: String, doc: String): BooleanParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val categoricalEncoding: Param[String]

Attributes
protected
val checkpoint: NullableStringParam

Attributes
protected
final def clear(param: Param[_]): H2OStackedEnsembleParams.this.type

Definition Classes
Params
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def copyValues[T <: Params](to: T, extra: ParamMap): T

Attributes
protected
Definition Classes
Params
val customDistributionFunc: NullableStringParam

Attributes
protected
val customMetricFunc: NullableStringParam

Attributes
protected
final val dataFrameSerializer: Param[String]

Attributes
protected
Definition Classes
HasDataFrameSerializer
final def defaultCopy[T <: Params](extra: ParamMap): T

Attributes
protected
Definition Classes
Params
val distribution: Param[String]

Attributes
protected
def doubleArrayParam(name: String, doc: String): DoubleArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
final def eq(arg0: AnyRef): Boolean

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

Definition Classes
AnyRef → Any
def explainParam(param: Param[_]): String

Definition Classes
Params
def explainParams(): String

Definition Classes
Params
val exportCheckpointsDir: NullableStringParam

Attributes
protected
final def extractParamMap(): ParamMap

Definition Classes
Params
final def extractParamMap(extra: ParamMap): ParamMap

Definition Classes
Params
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
def floatParam(name: String, doc: String): FloatParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val foldAssignment: Param[String]

Attributes
protected
val foldCol: NullableStringParam

Attributes
protected
val gainsliftBins: IntParam

Attributes
protected
final def get[T](param: Param[T]): Option[T]

Definition Classes
Params
def getAucType(): String
def getBaseAlgorithms(): Array[H2OAlgorithm[_ <: Parameters]]

Definition Classes
HasBaseAlgorithms
def getBlendingDataFrame(): DataFrame

Definition Classes
HasBlendingDataFrame
def getCategoricalEncoding(): String
def getCheckpoint(): String
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def getCustomDistributionFunc(): String
def getCustomMetricFunc(): String
def getDataFrameSerializer(): String

Definition Classes
HasDataFrameSerializer
final def getDefault[T](param: Param[T]): Option[T]

Definition Classes
Params
def getDistribution(): String
def getExportCheckpointsDir(): String
def getFoldAssignment(): String
def getFoldCol(): String
def getGainsliftBins(): Int
def getHuberAlpha(): Double
def getIgnoreConstCols(): Boolean
def getIgnoredCols(): Array[String]
def getKeepCrossValidationFoldAssignment(): Boolean
def getKeepCrossValidationModels(): Boolean
def getKeepCrossValidationPredictions(): Boolean
def getKeepLeveloneFrame(): Boolean
def getLabelCol(): String
def getMaxCategoricalLevels(): Int
def getMaxRuntimeSecs(): Double
def getMetalearnerAlgorithm(): String
def getMetalearnerFoldAssignment(): String
def getMetalearnerFoldCol(): String
def getMetalearnerNfolds(): Int
def getMetalearnerParams(): String
def getMetalearnerTransform(): String
def getModelId(): String
def getNfolds(): Int
def getOffsetCol(): String
final def getOrDefault[T](param: Param[T]): T

Definition Classes
Params
def getParallelizeCrossValidation(): Boolean
def getParam(paramName: String): Param[Any]

Definition Classes
Params
def getQuantileAlpha(): Double
def getScoreEachIteration(): Boolean
def getScoreTrainingSamples(): Long
def getSeed(): Long
def getStoppingMetric(): String
def getStoppingRounds(): Int
def getStoppingTolerance(): Double
def getTweediePower(): Double
def getWeightCol(): String
final def hasDefault[T](param: Param[T]): Boolean

Definition Classes
Params
def hasParam(paramName: String): Boolean

Definition Classes
Params
def hashCode(): Int

Definition Classes
AnyRef → Any
val huberAlpha: org.apache.spark.ml.param.DoubleParam

Attributes
protected
val ignoreConstCols: BooleanParam

Attributes
protected
val ignoredCols: NullableStringArrayParam

Attributes
protected
def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

Attributes
protected
Definition Classes
Logging
def initializeLogIfNecessary(isInterpreter: Boolean): Unit

Attributes
protected
Definition Classes
Logging
def intArrayParam(name: String, doc: String): IntArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def intParam(name: String, doc: String): IntParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
final def isDefined(param: Param[_]): Boolean

Definition Classes
Params
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def isSet(param: Param[_]): Boolean

Definition Classes
Params
def isTraceEnabled(): Boolean

Attributes
protected
Definition Classes
Logging
val keepCrossValidationFoldAssignment: BooleanParam

Attributes
protected
val keepCrossValidationModels: BooleanParam

Attributes
protected
val keepCrossValidationPredictions: BooleanParam

Attributes
protected
val keepLeveloneFrame: BooleanParam

Attributes
protected
val labelCol: NullableStringParam

Attributes
protected
def log: Logger

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logName: String

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def longParam(name: String, doc: String): LongParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val maxCategoricalLevels: IntParam

Attributes
protected
val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

Attributes
protected
val metalearnerAlgorithm: Param[String]

Attributes
protected
val metalearnerFoldAssignment: Param[String]

Attributes
protected
val metalearnerFoldCol: NullableStringParam

Attributes
protected
val metalearnerNfolds: IntParam

Attributes
protected
val metalearnerParams: Param[String]

Attributes
protected
val metalearnerTransform: Param[String]

Attributes
protected
val modelId: NullableStringParam

Attributes
protected
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
val nfolds: IntParam

Attributes
protected
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableStringParam(name: String, doc: String): NullableStringParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val offsetCol: NullableStringParam

Attributes
protected
val parallelizeCrossValidation: BooleanParam

Attributes
protected
def param[T](name: String, doc: String): Param[T]

Attributes
protected
Definition Classes
ParameterConstructorMethods
lazy val params: Array[Param[_]]

Definition Classes
Params
val quantileAlpha: org.apache.spark.ml.param.DoubleParam

Attributes
protected
val scoreEachIteration: BooleanParam

Attributes
protected
val scoreTrainingSamples: LongParam

Attributes
protected
val seed: LongParam

Attributes
protected
final def set(paramPair: ParamPair[_]): H2OStackedEnsembleParams.this.type

Attributes
protected
Definition Classes
Params
final def set(param: String, value: Any): H2OStackedEnsembleParams.this.type

Attributes
protected
Definition Classes
Params
final def set[T](param: Param[T], value: T): H2OStackedEnsembleParams.this.type

Definition Classes
Params
def setAucType(value: String): H2OStackedEnsembleParams.this.type
def setBaseAlgorithms(value: Array[H2OAlgorithm[_ <: Parameters]]): H2OStackedEnsembleParams.this.type

Definition Classes
HasBaseAlgorithms
def setBlendingDataFrame(value: DataFrame): H2OStackedEnsembleParams.this.type

Definition Classes
HasBlendingDataFrame
def setCategoricalEncoding(value: String): H2OStackedEnsembleParams.this.type
def setCheckpoint(value: String): H2OStackedEnsembleParams.this.type
def setCustomDistributionFunc(value: String): H2OStackedEnsembleParams.this.type
def setCustomMetricFunc(value: String): H2OStackedEnsembleParams.this.type
final def setDefault(paramPairs: ParamPair[_]*): H2OStackedEnsembleParams.this.type

Attributes
protected
Definition Classes
Params
final def setDefault[T](param: Param[T], value: T): H2OStackedEnsembleParams.this.type

Attributes
protected
Definition Classes
Params
def setDistribution(value: String): H2OStackedEnsembleParams.this.type
def setExportCheckpointsDir(value: String): H2OStackedEnsembleParams.this.type
def setFoldAssignment(value: String): H2OStackedEnsembleParams.this.type
def setFoldCol(value: String): H2OStackedEnsembleParams.this.type
def setGainsliftBins(value: Int): H2OStackedEnsembleParams.this.type
def setHuberAlpha(value: Double): H2OStackedEnsembleParams.this.type
def setIgnoreConstCols(value: Boolean): H2OStackedEnsembleParams.this.type
def setIgnoredCols(value: Array[String]): H2OStackedEnsembleParams.this.type
def setKeepCrossValidationFoldAssignment(value: Boolean): H2OStackedEnsembleParams.this.type
def setKeepCrossValidationModels(value: Boolean): H2OStackedEnsembleParams.this.type
def setKeepCrossValidationPredictions(value: Boolean): H2OStackedEnsembleParams.this.type
def setKeepLeveloneFrame(value: Boolean): H2OStackedEnsembleParams.this.type
def setLabelCol(value: String): H2OStackedEnsembleParams.this.type
def setMaxCategoricalLevels(value: Int): H2OStackedEnsembleParams.this.type
def setMaxRuntimeSecs(value: Double): H2OStackedEnsembleParams.this.type
def setMetalearnerAlgorithm(value: String): H2OStackedEnsembleParams.this.type
def setMetalearnerFoldAssignment(value: String): H2OStackedEnsembleParams.this.type
def setMetalearnerFoldCol(value: String): H2OStackedEnsembleParams.this.type
def setMetalearnerNfolds(value: Int): H2OStackedEnsembleParams.this.type
def setMetalearnerParams(value: String): H2OStackedEnsembleParams.this.type
def setMetalearnerTransform(value: String): H2OStackedEnsembleParams.this.type
def setModelId(value: String): H2OStackedEnsembleParams.this.type
def setNfolds(value: Int): H2OStackedEnsembleParams.this.type
def setOffsetCol(value: String): H2OStackedEnsembleParams.this.type
def setParallelizeCrossValidation(value: Boolean): H2OStackedEnsembleParams.this.type
def setQuantileAlpha(value: Double): H2OStackedEnsembleParams.this.type
def setScoreEachIteration(value: Boolean): H2OStackedEnsembleParams.this.type
def setScoreTrainingSamples(value: Long): H2OStackedEnsembleParams.this.type
def setSeed(value: Long): H2OStackedEnsembleParams.this.type
def setStoppingMetric(value: String): H2OStackedEnsembleParams.this.type
def setStoppingRounds(value: Int): H2OStackedEnsembleParams.this.type
def setStoppingTolerance(value: Double): H2OStackedEnsembleParams.this.type
def setTweediePower(value: Double): H2OStackedEnsembleParams.this.type
def setWeightCol(value: String): H2OStackedEnsembleParams.this.type
val stoppingMetric: Param[String]

Attributes
protected
val stoppingRounds: IntParam

Attributes
protected
val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

Attributes
protected
def stringArrayParam(name: String, doc: String): StringArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def stringParam(name: String, doc: String): Param[String]

Attributes
protected
Definition Classes
ParameterConstructorMethods
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
Identifiable → AnyRef → Any
val tweediePower: org.apache.spark.ml.param.DoubleParam

Attributes
protected
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( ... )
val weightCol: NullableStringParam

Attributes
protected

Related Doc: package params

trait H2OStackedEnsembleParams extends H2OAlgoParamsBase with HasBlendingDataFrame with HasBaseAlgorithms

Type Members

implicit class ParametersExtraMethods extends AnyRef

Abstract Value Members

abstract def copy(extra: ParamMap): Params

abstract val uid: String

Concrete Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def $[T](param: Param[T]): T

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

val aucType: Param[String]

def booleanParam(name: String, doc: String): BooleanParam

val categoricalEncoding: Param[String]

val checkpoint: NullableStringParam

final def clear(param: Param[_]): H2OStackedEnsembleParams.this.type

def clone(): AnyRef

def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

def copyValues[T <: Params](to: T, extra: ParamMap): T

val customDistributionFunc: NullableStringParam

val customMetricFunc: NullableStringParam

final val dataFrameSerializer: Param[String]

final def defaultCopy[T <: Params](extra: ParamMap): T

val distribution: Param[String]

def doubleArrayParam(name: String, doc: String): DoubleArrayParam

def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def explainParam(param: Param[_]): String

def explainParams(): String

val exportCheckpointsDir: NullableStringParam

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

def finalize(): Unit

def floatParam(name: String, doc: String): FloatParam

val foldAssignment: Param[String]

val foldCol: NullableStringParam

val gainsliftBins: IntParam

final def get[T](param: Param[T]): Option[T]

def getAucType(): String

def getBaseAlgorithms(): Array[H2OAlgorithm[_ <: Parameters]]

def getBlendingDataFrame(): DataFrame

def getCategoricalEncoding(): String

def getCheckpoint(): String

final def getClass(): Class[_]

def getCustomDistributionFunc(): String

def getCustomMetricFunc(): String

def getDataFrameSerializer(): String

final def getDefault[T](param: Param[T]): Option[T]

def getDistribution(): String

def getExportCheckpointsDir(): String

def getFoldAssignment(): String

def getFoldCol(): String

def getGainsliftBins(): Int

def getHuberAlpha(): Double

def getIgnoreConstCols(): Boolean

def getIgnoredCols(): Array[String]

def getKeepCrossValidationFoldAssignment(): Boolean

def getKeepCrossValidationModels(): Boolean

def getKeepCrossValidationPredictions(): Boolean

def getKeepLeveloneFrame(): Boolean

def getLabelCol(): String

def getMaxCategoricalLevels(): Int

def getMaxRuntimeSecs(): Double

def getMetalearnerAlgorithm(): String

def getMetalearnerFoldAssignment(): String

def getMetalearnerFoldCol(): String

def getMetalearnerNfolds(): Int

def getMetalearnerParams(): String

def getMetalearnerTransform(): String

def getModelId(): String

def getNfolds(): Int

def getOffsetCol(): String

final def getOrDefault[T](param: Param[T]): T