H2OAutoMLParams

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

final def asInstanceOf[T0]: T0

final def clear(param: Param[_]): H2OAutoMLParams.this.type

def clone(): AnyRef

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

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

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

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

def explainParams(): String

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

final val featuresCols: StringArrayParam

def finalize(): Unit

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

def getAllStringColumnsToCategorical(): Boolean

def getBalanceClasses(): Boolean

final def getClass(): Class[_]

def getClassSamplingFactors(): Array[Float]

def getColumnsToCategorical(): Array[String]

def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

def getExcludeAlgos(): Array[Algo]

def getExcludedCols(): Seq[String]

def getFeaturesCols(): Array[String]

def getFoldCol(): String

def getFoldColumn(): String

def getIgnoredCols(): Array[String]

def getIgnoredColumns(): Array[String]

def getIncludeAlgos(): Array[Algo]

def getKeepCrossValidationModels(): Boolean

def getKeepCrossValidationPredictions(): Boolean

def getLabelCol(): String

def getMaxAfterBalanceSize(): Float

def getMaxModels(): Int

def getMaxRuntimeSecs(): Double

def getNfolds(): Int

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

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

def getPredictionCol(): String

def getProjectName(): String

def getRatio(): Double

def getSeed(): Int

def getSortMetric(): String

def getStoppingMetric(): StoppingMetric

def getStoppingRounds(): Int

def getStoppingTolerance(): Double

def getWeightCol(): String

def getWeightsColumn(): String

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

def hasParam(paramName: String): Boolean

def hashCode(): Int

def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

final def isInstanceOf[T0]: Boolean

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

def isTraceEnabled(): Boolean

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

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

lazy val params: Array[Param[_]]

def renamingMap: Map[String, String]

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

final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type

final def set(param: String, value: Any): H2OAutoMLParams.this.type

final def set[T](param: Param[T], value: T): H2OAutoMLParams.this.type

def setAllStringColumnsToCategorical(value: Boolean): H2OAutoMLParams.this.type

def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type

def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type

def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type

def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type

def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type

final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type

final def setDefault[T](param: Param[T], value: T): H2OAutoMLParams.this.type

def setExcludeAlgos(value: Array[Algo]): H2OAutoMLParams.this.type

def setFeaturesCol(first: String): H2OAutoMLParams.this.type

def setFeaturesCols(columnNames: Array[String]): H2OAutoMLParams.this.type

def setFeaturesCols(first: String, others: String*): H2OAutoMLParams.this.type

def setFoldCol(columnName: String): H2OAutoMLParams.this.type

def setFoldColumn(value: String): H2OAutoMLParams.this.type

def setIgnoredCols(value: Array[String]): H2OAutoMLParams.this.type

def setIgnoredColumns(value: Array[String]): H2OAutoMLParams.this.type

def setIncludeAlgos(value: Array[Algo]): H2OAutoMLParams.this.type

def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type

def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type

def setLabelCol(columnName: String): H2OAutoMLParams.this.type

def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type

def setMaxModels(value: Int): H2OAutoMLParams.this.type

def setMaxRuntimeSecs(value: Double): H2OAutoMLParams.this.type

def setNfolds(value: Int): H2OAutoMLParams.this.type

def setPredictionCol(value: String): H2OAutoMLParams.this.type

def setProjectName(value: String): H2OAutoMLParams.this.type

def setRatio(value: Double): H2OAutoMLParams.this.type

def setSeed(value: Int): H2OAutoMLParams.this.type

def setSortMetric(value: String): H2OAutoMLParams.this.type

def setStoppingMetric(value: StoppingMetric): H2OAutoMLParams.this.type

def setStoppingRounds(value: Int): H2OAutoMLParams.this.type

def setStoppingTolerance(value: Double): H2OAutoMLParams.this.type

def setWeightCol(columnName: String): H2OAutoMLParams.this.type

def setWeightsColumn(value: String): H2OAutoMLParams.this.type

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

def toString(): String

final def wait(): Unit

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

final def wait(arg0: Long): Unit