Trait

ai.h2o.sparkling.ml.params

H2OAutoMLParams

Related Doc: package params

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trait H2OAutoMLParams extends H2OCommonSupervisedParams with HasMonotoneConstraints

Linear Supertypes
HasMonotoneConstraints, H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML
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Inherited
  1. H2OAutoMLParams
  2. HasMonotoneConstraints
  3. H2OCommonSupervisedParams
  4. H2OCommonParams
  5. H2OSupervisedMOJOParams
  6. H2OMOJOAlgoSharedParams
  7. Logging
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
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  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
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  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  9. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  13. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

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    Definition Classes
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  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  19. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  20. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  21. def finalize(): Unit

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

  22. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  24. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  25. def getBalanceClasses(): Boolean

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  26. final def getClass(): Class[_]

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    Definition Classes
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  27. def getClassSamplingFactors(): Array[Float]

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  28. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  29. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  30. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  32. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  33. def getExcludeAlgos(): Array[String]

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  34. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  35. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  36. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  37. def getIgnoredCols(): Array[String]

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  38. def getIncludeAlgos(): Array[String]

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  39. def getKeepCrossValidationModels(): Boolean

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  40. def getKeepCrossValidationPredictions(): Boolean

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  41. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  42. def getMaxAfterBalanceSize(): Float

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  43. def getMaxModels(): Int

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  44. def getMaxRuntimeSecs(): Double

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  45. def getMonotoneConstraints(): Map[String, Double]

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    Definition Classes
    HasMonotoneConstraints

  46. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

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    Attributes
    protected
    Definition Classes
    HasMonotoneConstraints

  47. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  48. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  49. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  52. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  53. def getProjectName(): String

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  54. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  55. def getSortMetric(): String

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  56. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  57. def getStoppingMetric(): String

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  58. def getStoppingRounds(): Int

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  59. def getStoppingTolerance(): Double

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  60. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  61. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  63. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  64. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  65. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  67. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  69. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  70. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  71. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

  73. def logDebug(msg: ⇒ String): Unit

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

  75. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  77. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  78. def logName: String

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  80. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  82. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  83. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  84. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  85. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  86. final def notify(): Unit

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    Definition Classes
    AnyRef

  87. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  88. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  89. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  90. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  99. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  103. def setDetailedPredictionCol(columnName: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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

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

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  117. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLParams.this.type

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    Definition Classes
    HasMonotoneConstraints

  118. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  120. def setOffsetCol(columnName: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  121. def setPredictionCol(columnName: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

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

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  123. def setSeed(value: Long): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

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

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  125. def setSplitRatio(ratio: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  126. def setStoppingMetric(value: String): H2OAutoMLParams.this.type

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

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

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

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    Definition Classes
    H2OCommonParams

  130. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  131. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef

  133. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  134. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  136. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  137. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  138. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from HasMonotoneConstraints

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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