Trait

ai.h2o.sparkling.ml.algos

H2OAutoMLParams

Related Doc: package algos

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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
    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
    AnyRef → Any

  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 getMonotoneConstraints(): Map[String, Double]

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    Definition Classes
    HasMonotoneConstraints

  47. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

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    Attributes
    protected
    Definition Classes
    HasMonotoneConstraints

  48. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  49. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  50. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  53. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  54. def getProjectName(): String

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  55. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  56. def getSortMetric(): String

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  57. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  58. def getStoppingMetric(): String

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  59. def getStoppingRounds(): Int

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  60. def getStoppingTolerance(): Double

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  61. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  62. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  64. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  65. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  66. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  68. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  70. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  71. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  72. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  79. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  84. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  86. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  87. final def notify(): Unit

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    Definition Classes
    AnyRef

  88. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  90. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  91. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    HasMonotoneConstraints

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  132. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef

  134. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  135. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  138. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  139. 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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