H2OGLMParams

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
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
val HGLM: BooleanParam

Attributes
protected
val alphaValue: NullableDoubleArrayParam

Attributes
protected
final def asInstanceOf[T0]: T0

Definition Classes
Any
val aucType: Param[String]

Attributes
protected
val balanceClasses: BooleanParam

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

Attributes
protected
var binaryModel: Option[H2OBinaryModel]

Attributes
protected
Definition Classes
H2OAlgoCommonUtils
def booleanParam(name: String, doc: String): BooleanParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val buildNullModel: BooleanParam

Attributes
protected
val calcLike: BooleanParam

Attributes
protected
def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

Definition Classes
RestCommunication
val checkpoint: NullableStringParam

Attributes
protected
val classSamplingFactors: NullableFloatArrayParam

Attributes
protected
final def clear(param: Param[_]): H2OGLMParams.this.type

Definition Classes
Params
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
val coldStart: BooleanParam

Attributes
protected
val computePValues: BooleanParam

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

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

Attributes
protected
val constraintC0: org.apache.spark.ml.param.DoubleParam

Attributes
protected
val constraintEta0: org.apache.spark.ml.param.DoubleParam

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

Attributes
protected
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 convertModelIdToKey(key: String): String

Attributes
protected
Definition Classes
EstimatorCommonUtils
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 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
def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

Attributes
protected
Definition Classes
RestCommunication
def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

Definition Classes
RestCommunication
val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam

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

Attributes
protected
val dispersionParameterMethod: 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
def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

Attributes
protected
Definition Classes
RestCommunication
def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

Attributes
protected
Definition Classes
RestCommunication
val earlyStopping: BooleanParam

Attributes
protected
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
val family: Param[String]

Attributes
protected
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
val fixDispersionParameter: BooleanParam

Attributes
protected
val fixTweedieVariancePower: BooleanParam

Attributes
protected
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
val generateScoringHistory: BooleanParam

Attributes
protected
val generateVariableInflationFactors: BooleanParam

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

Definition Classes
Params
def getAlphaValue(): Array[Double]
def getAucType(): String
def getBalanceClasses(): Boolean
def getBetaConstraints(): DataFrame

Definition Classes
HasBetaConstraints
def getBetaEpsilon(): Double
def getBinaryModel(): H2OBinaryModel

Definition Classes
H2OAlgoCommonUtils
def getBuildNullModel(): Boolean
def getCalcLike(): Boolean
def getCheckpoint(): String
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def getClassSamplingFactors(): Array[Float]
def getColdStart(): Boolean
def getComputePValues(): Boolean
def getConstraintAlpha(): Double
def getConstraintBeta(): Double
def getConstraintC0(): Double
def getConstraintEta0(): Double
def getConstraintTau(): Double
def getCustomMetricFunc(): String
def getDataFrameSerializer(): String

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

Definition Classes
Params
def getDispersionEpsilon(): Double
def getDispersionLearningRate(): Double
def getDispersionParameterMethod(): String
def getEarlyStopping(): Boolean
def getExportCheckpointsDir(): String
def getFamily(): String
def getFixDispersionParameter(): Boolean
def getFixTweedieVariancePower(): Boolean
def getFoldAssignment(): String
def getFoldCol(): String
def getGainsliftBins(): Int
def getGenerateScoringHistory(): Boolean
def getGenerateVariableInflationFactors(): Boolean
def getGradientEpsilon(): Double
def getHGLM(): Boolean
def getIgnoreConstCols(): Boolean
def getIgnoredCols(): Array[String]

Definition Classes
HasIgnoredCols
def getInfluence(): String
def getInitDispersionParameter(): Double
def getInitOptimalGlm(): Boolean
def getInteractionPairs(): Array[(String, String)]

Definition Classes
HasInteractionPairs
def getInteractions(): Array[String]
def getIntercept(): Boolean
def getKeepCrossValidationFoldAssignment(): Boolean
def getKeepCrossValidationModels(): Boolean
def getKeepCrossValidationPredictions(): Boolean
def getLabelCol(): String
def getLambdaMinRatio(): Double
def getLambdaSearch(): Boolean
def getLambdaValue(): Array[Double]
def getLinearConstraints(): DataFrame

Definition Classes
HasLinearConstraints
def getLink(): String
def getMaxActivePredictors(): Int
def getMaxAfterBalanceSize(): Float
def getMaxConfusionMatrixSize(): Int
def getMaxIterations(): Int
def getMaxIterationsDispersion(): Int
def getMaxRuntimeSecs(): Double
def getMissingValuesHandling(): String
def getModelId(): String
def getNfolds(): Int
def getNlambdas(): Int
def getNonNegative(): Boolean
def getObjReg(): Double
def getObjectiveEpsilon(): Double
def getOffsetCol(): String
final def getOrDefault[T](param: Param[T]): T

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

Definition Classes
Params
def getPlugValues(): Map[String, Any]

Definition Classes
HasPlugValues
def getPrior(): Double
def getRandomCols(): Array[String]

Definition Classes
HasRandomCols
def getRandomFamily(): Array[String]
def getRandomLink(): Array[String]
def getRemoveCollinearCols(): Boolean
def getScoreEachIteration(): Boolean
def getScoreIterationInterval(): Int
def getSeed(): Long
def getSeparateLinearBeta(): Boolean
def getSolver(): String
def getStandardize(): Boolean
def getStartval(): Array[Double]
def getStoppingMetric(): String
def getStoppingRounds(): Int
def getStoppingTolerance(): Double
def getTheta(): Double
def getTweedieEpsilon(): Double
def getTweedieLinkPower(): Double
def getTweedieVariancePower(): Double
def getWeightCol(): String
val gradientEpsilon: org.apache.spark.ml.param.DoubleParam

Attributes
protected
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 ignoreConstCols: BooleanParam

Attributes
protected
val influence: NullableStringParam

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

Attributes
protected
val initOptimalGlm: BooleanParam

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 insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

Attributes
protected
Definition Classes
RestCommunication
def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

Definition Classes
RestCommunication
def intArrayParam(name: String, doc: String): IntArrayParam

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

Attributes
protected
Definition Classes
ParameterConstructorMethods
val interactions: NullableStringArrayParam

Attributes
protected
val intercept: BooleanParam

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

Definition Classes
Params
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
def isPrimitiveType(value: Any): Boolean

Attributes
protected
Definition Classes
RestEncodingUtils
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 labelCol: Param[String]

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

Attributes
protected
val lambdaSearch: BooleanParam

Attributes
protected
val lambdaValue: NullableDoubleArrayParam

Attributes
protected
val link: Param[String]

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 maxActivePredictors: IntParam

Attributes
protected
val maxAfterBalanceSize: FloatParam

Attributes
protected
val maxConfusionMatrixSize: IntParam

Attributes
protected
val maxIterations: IntParam

Attributes
protected
val maxIterationsDispersion: IntParam

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

Attributes
protected
val missingValuesHandling: Param[String]

Attributes
protected
val modelId: NullableStringParam

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

Definition Classes
AnyRef
val nfolds: IntParam

Attributes
protected
val nlambdas: IntParam

Attributes
protected
val nonNegative: BooleanParam

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 objReg: org.apache.spark.ml.param.DoubleParam

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

Attributes
protected
val offsetCol: NullableStringParam

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

Attributes
protected
Definition Classes
ParameterConstructorMethods
def paramTag: ClassTag[GLMParameters]

Attributes
protected
lazy val params: Array[Param[_]]

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

Attributes
protected
def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

Definition Classes
RestCommunication
val randomFamily: NullableStringArrayParam

Attributes
protected
val randomLink: NullableStringArrayParam

Attributes
protected
def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

Attributes
protected
Definition Classes
RestCommunication
val removeCollinearCols: BooleanParam

Attributes
protected
def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

Definition Classes
RestCommunication
def sanitize(colName: String): String

Definition Classes
H2OAlgoCommonUtils
val scoreEachIteration: BooleanParam

Attributes
protected
val scoreIterationInterval: IntParam

Attributes
protected
val seed: LongParam

Attributes
protected
val separateLinearBeta: BooleanParam

Attributes
protected
final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
final def set(param: String, value: Any): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
final def set[T](param: Param[T], value: T): H2OGLMParams.this.type

Definition Classes
Params
def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
def setAucType(value: String): H2OGLMParams.this.type
def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type

Definition Classes
HasBetaConstraints
def setBetaEpsilon(value: Double): H2OGLMParams.this.type
def setBuildNullModel(value: Boolean): H2OGLMParams.this.type
def setCalcLike(value: Boolean): H2OGLMParams.this.type
def setCheckpoint(value: String): H2OGLMParams.this.type
def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
def setColdStart(value: Boolean): H2OGLMParams.this.type
def setComputePValues(value: Boolean): H2OGLMParams.this.type
def setConstraintAlpha(value: Double): H2OGLMParams.this.type
def setConstraintBeta(value: Double): H2OGLMParams.this.type
def setConstraintC0(value: Double): H2OGLMParams.this.type
def setConstraintEta0(value: Double): H2OGLMParams.this.type
def setConstraintTau(value: Double): H2OGLMParams.this.type
def setCustomMetricFunc(value: String): H2OGLMParams.this.type
final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
def setDispersionEpsilon(value: Double): H2OGLMParams.this.type
def setDispersionLearningRate(value: Double): H2OGLMParams.this.type
def setDispersionParameterMethod(value: String): H2OGLMParams.this.type
def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
def setFamily(value: String): H2OGLMParams.this.type
def setFixDispersionParameter(value: Boolean): H2OGLMParams.this.type
def setFixTweedieVariancePower(value: Boolean): H2OGLMParams.this.type
def setFoldAssignment(value: String): H2OGLMParams.this.type
def setFoldCol(value: String): H2OGLMParams.this.type
def setGainsliftBins(value: Int): H2OGLMParams.this.type
def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
def setGenerateVariableInflationFactors(value: Boolean): H2OGLMParams.this.type
def setGradientEpsilon(value: Double): H2OGLMParams.this.type
def setHGLM(value: Boolean): H2OGLMParams.this.type
def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type

Definition Classes
HasIgnoredCols
def setInfluence(value: String): H2OGLMParams.this.type
def setInitDispersionParameter(value: Double): H2OGLMParams.this.type
def setInitOptimalGlm(value: Boolean): H2OGLMParams.this.type
def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type

Definition Classes
HasInteractionPairs
def setInteractions(value: Array[String]): H2OGLMParams.this.type
def setIntercept(value: Boolean): H2OGLMParams.this.type
def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
def setLabelCol(value: String): H2OGLMParams.this.type
def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
def setLinearConstraints(value: DataFrame): H2OGLMParams.this.type

Definition Classes
HasLinearConstraints
def setLink(value: String): H2OGLMParams.this.type
def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
def setMaxIterations(value: Int): H2OGLMParams.this.type
def setMaxIterationsDispersion(value: Int): H2OGLMParams.this.type
def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
def setMissingValuesHandling(value: String): H2OGLMParams.this.type
def setModelId(value: String): H2OGLMParams.this.type
def setNfolds(value: Int): H2OGLMParams.this.type
def setNlambdas(value: Int): H2OGLMParams.this.type
def setNonNegative(value: Boolean): H2OGLMParams.this.type
def setObjReg(value: Double): H2OGLMParams.this.type
def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
def setOffsetCol(value: String): H2OGLMParams.this.type
def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type

Definition Classes
HasPlugValues
def setPrior(value: Double): H2OGLMParams.this.type
def setRandomCols(value: Array[String]): H2OGLMParams.this.type

Definition Classes
HasRandomCols
def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
def setRandomLink(value: Array[String]): H2OGLMParams.this.type
def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
def setSeed(value: Long): H2OGLMParams.this.type
def setSeparateLinearBeta(value: Boolean): H2OGLMParams.this.type
def setSolver(value: String): H2OGLMParams.this.type
def setStandardize(value: Boolean): H2OGLMParams.this.type
def setStartval(value: Array[Double]): H2OGLMParams.this.type
def setStoppingMetric(value: String): H2OGLMParams.this.type
def setStoppingRounds(value: Int): H2OGLMParams.this.type
def setStoppingTolerance(value: Double): H2OGLMParams.this.type
def setTheta(value: Double): H2OGLMParams.this.type
def setTweedieEpsilon(value: Double): H2OGLMParams.this.type
def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
def setWeightCol(value: String): H2OGLMParams.this.type
val solver: Param[String]

Attributes
protected
val standardize: BooleanParam

Attributes
protected
val startval: NullableDoubleArrayParam

Attributes
protected
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
def stringify(value: Any): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyArray(arr: Array[_]): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyMap(map: Map[_, _]): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyPair(pair: Tuple2[_, _]): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyPrimitiveParam(value: Any): String

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

Definition Classes
AnyRef
val theta: org.apache.spark.ml.param.DoubleParam

Attributes
protected
def toString(): String

Definition Classes
Identifiable → AnyRef → Any
def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

Attributes
protected
Definition Classes
EstimatorCommonUtils
def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

Attributes
protected
Definition Classes
EstimatorCommonUtils
val tweedieEpsilon: org.apache.spark.ml.param.DoubleParam

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

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

Attributes
protected
def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

Definition Classes
RestCommunication
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 H2OGLMParams extends H2OAlgoParamsBase with HasRandomCols with HasIgnoredCols with HasPlugValues with HasBetaConstraints with HasInteractionPairs with HasLinearConstraints

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

val HGLM: BooleanParam

val alphaValue: NullableDoubleArrayParam

final def asInstanceOf[T0]: T0

val aucType: Param[String]

val balanceClasses: BooleanParam

val betaEpsilon: org.apache.spark.ml.param.DoubleParam

var binaryModel: Option[H2OBinaryModel]

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

val buildNullModel: BooleanParam

val calcLike: BooleanParam

def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

val checkpoint: NullableStringParam

val classSamplingFactors: NullableFloatArrayParam

final def clear(param: Param[_]): H2OGLMParams.this.type

def clone(): AnyRef

val coldStart: BooleanParam

val computePValues: BooleanParam

val constraintAlpha: org.apache.spark.ml.param.DoubleParam

val constraintBeta: org.apache.spark.ml.param.DoubleParam

val constraintC0: org.apache.spark.ml.param.DoubleParam

val constraintEta0: org.apache.spark.ml.param.DoubleParam

val constraintTau: org.apache.spark.ml.param.DoubleParam

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

def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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

def convertModelIdToKey(key: String): String

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

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

val customMetricFunc: NullableStringParam

final val dataFrameSerializer: Param[String]

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

def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam

val dispersionLearningRate: org.apache.spark.ml.param.DoubleParam

val dispersionParameterMethod: Param[String]

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

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

def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

val earlyStopping: BooleanParam

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

val family: Param[String]

def finalize(): Unit

val fixDispersionParameter: BooleanParam

val fixTweedieVariancePower: BooleanParam

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

val foldAssignment: Param[String]

val foldCol: NullableStringParam

val gainsliftBins: IntParam

val generateScoringHistory: BooleanParam

val generateVariableInflationFactors: BooleanParam

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

def getAlphaValue(): Array[Double]

def getAucType(): String

def getBalanceClasses(): Boolean

def getBetaConstraints(): DataFrame

def getBetaEpsilon(): Double

def getBinaryModel(): H2OBinaryModel

def getBuildNullModel(): Boolean

def getCalcLike(): Boolean