H2OGLMParams

abstract def copy(extra: ParamMap): Params

abstract val uid: String

final def !=(arg0: Any): Boolean

final def ##(): Int

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

final def ==(arg0: Any): Boolean

def H2ODistributionParam(name: String): H2ODistributionParam

final val allStringColumnsToCategorical: BooleanParam

final val alpha: NullableDoubleArrayParam

final def asInstanceOf[T0]: T0

final val betaEpsilon: DoubleParam

def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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

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

def clone(): AnyRef

final val columnsToCategorical: StringArrayParam

final val computePValues: BooleanParam

final val convertUnknownCategoricalLevelsToNa: BooleanParam

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

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

final val distribution: H2ODistributionParam

def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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

def doubleParam(name: String, doc: Option[String] = None): DoubleParam

def doubleParam(name: String, doc: String): DoubleParam

final val earlyStopping: BooleanParam

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

final val exactLambdas: BooleanParam

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

def explainParams(): String

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

final val family: H2OGLMFamilyParam

final val featuresCols: StringArrayParam

def finalize(): Unit

def floatParam(name: String, doc: Option[String] = None): FloatParam

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

final val foldCol: NullableStringParam

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

def getAllStringColumnsToCategorical(): Boolean

def getAlpha(): Array[Double]

def getBetaEpsilon(): Double

final def getClass(): Class[_]

def getColumnsToCategorical(): Array[String]

def getComputePValues(): Boolean

def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

def getDistribution(): DistributionFamily

def getDoc(doc: Option[String], fieldName: String): String

def getEarlyStopping(): Boolean

def getExactLambdas(): Boolean

def getFamily(): Family

def getFeaturesCols(): Array[String]

def getFoldCol(): String

def getGradientEpsilon(): Double

def getH2ODoc(fieldName: String): String

def getInteractionPairs(): Array[(String, String)]

def getInteractions(): Array[String]

def getIntercept(): Boolean

def getKeepCrossValidationFoldAssignment(): Boolean

def getKeepCrossValidationPredictions(): Boolean

def getLabelCol(): String

def getLambda(): Array[Double]

def getLambdaMinRatio(): Double

def getLambdaSearch(): Boolean

def getLink(): Link

def getMaxIterations(): Int

def getMissingValuesHandling(): MissingValuesHandling

def getNfolds(): Int

def getNlambdas(): Int

def getNonNegative(): Boolean

def getObjReg(): Double

def getObjectiveEpsilon(): Double

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

def getParallelizeCrossValidation(): Boolean

def getParam(paramName: String): Param[Any]

def getParams: GLMParameters

def getPredictionCol(): String

def getPrior(): Double

def getRemoveCollinearCols(): Boolean

def getSeed(): Long

def getSolver(): Solver

def getStandardize(): Boolean

def getTrainRatio(): Double

def getTweedieLinkPower(): Double

def getTweedieVariancePower(): Double

def getWeightCol(): String

final val gradientEpsilon: DoubleParam

final def hasDefault[T](param: Param[T]): Boolean

def hasParam(paramName: String): Boolean

def hashCode(): Int

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

def initializeLogIfNecessary(isInterpreter: Boolean): Unit

def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

def intArrayParam(name: String, doc: String): IntArrayParam

def intParam(name: String, doc: Option[String] = None): IntParam

def intParam(name: String, doc: String): IntParam

final val interactionPairs: H2OGLMStringPairArrayParam

final val interactions: NullableStringArrayParam

final val intercept: BooleanParam

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

final def isInstanceOf[T0]: Boolean

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

def isTraceEnabled(): Boolean

final val keepCrossValidationFoldAssignment: BooleanParam

final val keepCrossValidationPredictions: BooleanParam

final val labelCol: Param[String]

final val lambdaMinRatio: DoubleParam

final val lambdaSearch: BooleanParam

final val lambda_: NullableDoubleArrayParam

final val link: H2OGLMLinkParam

def log: Logger

def logDebug(msg: ⇒ String, throwable: Throwable): Unit

def logDebug(msg: ⇒ String): Unit

def logError(msg: ⇒ String, throwable: Throwable): Unit

def logError(msg: ⇒ String): Unit

def logInfo(msg: ⇒ String, throwable: Throwable): Unit

def logInfo(msg: ⇒ String): Unit

def logName: String

def logTrace(msg: ⇒ String, throwable: Throwable): Unit

def logTrace(msg: ⇒ String): Unit

def logWarning(msg: ⇒ String, throwable: Throwable): Unit

def logWarning(msg: ⇒ String): Unit

def longParam(name: String, doc: Option[String] = None): LongParam

def longParam(name: String, doc: String): LongParam

final val maxIterations: IntParam

final val missingValuesHandling: H2OGLMMissingValuesHandlingParam

final def ne(arg0: AnyRef): Boolean

final val nfolds: IntParam

final val nlambdas: IntParam

final val nonNegative: BooleanParam

final def notify(): Unit

final def notifyAll(): Unit

def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

def nullableStringParam(name: String, doc: String): NullableStringParam

final val objReg: DoubleParam

final val objectiveEpsilon: DoubleParam

final val parallelizeCrossValidation: BooleanParam

def param[T](name: String, doc: Option[String] = None): Param[T]

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

def paramTag: ClassTag[GLMParameters]

var parameters: GLMParameters

lazy val params: Array[Param[_]]

final val prior: DoubleParam

final val ratio: DoubleParam

final val removeCollinearCols: BooleanParam

def renamingMap: Map[String, String]

When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

def schemaTag: ClassTag[H2O_SCHEMA]

final val seed: LongParam

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

final def set(param: String, value: Any): H2OGLMParams.this.type

final def set[T](param: Param[T], value: T): H2OGLMParams.this.type

def setAllStringColumnsToCategorical(transform: Boolean): H2OGLMParams.this.type

def setAlpha(value: Array[Double]): H2OGLMParams.this.type

def setBetaEpsilon(value: Double): H2OGLMParams.this.type

def setColumnsToCategorical(columns: Array[String]): H2OGLMParams.this.type

def setColumnsToCategorical(first: String, others: String*): H2OGLMParams.this.type

def setComputePValues(value: Boolean): H2OGLMParams.this.type

def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMParams.this.type

final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type

final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type

def setDistribution(value: DistributionFamily): H2OGLMParams.this.type

def setEarlyStopping(value: Boolean): H2OGLMParams.this.type

def setExactLambdas(value: Boolean): H2OGLMParams.this.type

def setFamily(value: Family): H2OGLMParams.this.type

def setFeaturesCol(first: String): H2OGLMParams.this.type

def setFeaturesCols(cols: Array[String]): H2OGLMParams.this.type

def setFeaturesCols(first: String, others: String*): H2OGLMParams.this.type

def setFoldCol(value: String): H2OGLMParams.this.type

def setGradientEpsilon(value: Double): H2OGLMParams.this.type

def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type

def setInteractions(value: Array[String]): H2OGLMParams.this.type

def setIntercept(value: Boolean): H2OGLMParams.this.type

def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type

def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type

def setLabelCol(value: String): H2OGLMParams.this.type

def setLambda(value: Array[Double]): H2OGLMParams.this.type

def setLambdaMinRatio(value: Double): H2OGLMParams.this.type

def setLambdaSearch(value: Boolean): H2OGLMParams.this.type

def setLink(value: Link): H2OGLMParams.this.type

def setMaxIterations(value: Int): H2OGLMParams.this.type

def setMissingValuesHandling(value: MissingValuesHandling): 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 setParallelizeCrossValidation(value: Boolean): H2OGLMParams.this.type

def setParams(params: GLMParameters): Unit

def setPredictionCol(value: String): H2OGLMParams.this.type

def setPrior(value: Double): H2OGLMParams.this.type

def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type

def setSeed(value: Long): H2OGLMParams.this.type

def setSolver(value: Solver): H2OGLMParams.this.type

def setStandardize(value: Boolean): H2OGLMParams.this.type

def setTrainRatio(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

final val solver: H2OGLMSolverParam

final val standardize: BooleanParam

def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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

def stringParam(name: String, doc: Option[String] = None): Param[String]

def stringParam(name: String, doc: String): Param[String]

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

def toString(): String

final val tweedieLinkPower: DoubleParam

final val tweedieVariancePower: DoubleParam

def updateH2OParams(): Unit

Update H2O params based on provided parameters to Spark Transformer/Estimator

final def wait(): Unit

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

final def wait(arg0: Long): Unit

final val weightCol: NullableStringParam