Trait

ai.h2o.sparkling.ml.algos

H2OAutoMLParams

Related Doc: package algos

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trait H2OAutoMLParams extends H2OCommonSupervisedParams

Linear Supertypes
H2OCommonSupervisedParams, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2OAutoML
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Inherited
  1. H2OAutoMLParams
  2. H2OCommonSupervisedParams
  3. H2OCommonParams
  4. H2OMOJOAlgoSharedParams
  5. Logging
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. 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
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  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  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
    AnyRef → Any

  5. final val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  10. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  14. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  21. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  22. def finalize(): Unit

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

  23. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  25. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams

  26. def getBalanceClasses(): Boolean

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

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    Definition Classes
    AnyRef → Any

  28. def getClassSamplingFactors(): Array[Float]

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  29. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  30. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  31. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  33. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  34. def getExcludeAlgos(): Array[String]

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  35. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  36. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  37. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  38. def getIgnoredCols(): Array[String]

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  39. def getIncludeAlgos(): Array[String]

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  40. def getKeepCrossValidationModels(): Boolean

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  41. def getKeepCrossValidationPredictions(): Boolean

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  42. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  43. def getMaxAfterBalanceSize(): Float

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  44. def getMaxModels(): Int

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  45. def getMaxRuntimeSecs(): Double

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  46. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  47. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  50. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  51. def getProjectName(): String

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  52. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  53. def getSortMetric(): String

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  54. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  55. def getStoppingMetric(): String

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  56. def getStoppingRounds(): Int

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  57. def getStoppingTolerance(): Double

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  58. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  59. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  61. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  62. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  64. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Params

  66. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  68. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  69. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  70. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

  77. def logName: String

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  82. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  84. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  85. final def notify(): Unit

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    Definition Classes
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  86. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  88. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  89. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Params

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

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    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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

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    Annotations
    @DeprecatedMethod( ... )

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

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    Annotations
    @DeprecatedMethod( ... )

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

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

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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

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

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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

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    Annotations
    @DeprecatedMethod( "setStoppingMetric(value: String)" )

  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: DoubleParam

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    Attributes
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    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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    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 H2OCommonSupervisedParams

Inherited from H2OCommonParams

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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