Trait

ai.h2o.sparkling.ml.params

H2OAutoMLParams

Related Doc: package params

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trait H2OAutoMLParams extends H2OCommonParams with H2OAutoMLBuildControlParams with H2OAutoMLBuildModelsParams with H2OAutoMLInputParams with H2OAutoMLStoppingCriteriaParams with HasMonotoneConstraints

Linear Supertypes
HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasBlendingDataFrame, HasLeaderboardDataFrame, HasIgnoredCols, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OAutoMLParams
  2. HasMonotoneConstraints
  3. H2OAutoMLStoppingCriteriaParams
  4. H2OAutoMLInputParams
  5. HasBlendingDataFrame
  6. HasLeaderboardDataFrame
  7. HasIgnoredCols
  8. H2OAutoMLBuildModelsParams
  9. H2OAutoMLBuildControlParams
  10. H2OCommonParams
  11. H2OAlgoParamsBase
  12. H2OFrameLifecycle
  13. ParameterConstructorMethods
  14. H2OBaseMOJOParams
  15. Logging
  16. Logging
  17. Params
  18. Serializable
  19. Serializable
  20. Identifiable
  21. AnyRef
  22. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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
    HasBlendingDataFrame → 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 def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  7. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  9. final def clear(param: Param[_]): H2OAutoMLParams.this.type

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    Definition Classes
    Params
  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  15. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  17. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
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    Params
  20. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  21. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
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    ParameterConstructorMethods
  22. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    Attributes
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    ParameterConstructorMethods
  23. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  24. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  25. val excludeAlgos: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  26. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  27. def explainParams(): String

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    Definition Classes
    Params
  28. val exploitationRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  29. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams
  30. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  31. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  32. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  33. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  34. def floatParam(name: String, doc: String): FloatParam

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    Attributes
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    ParameterConstructorMethods
  35. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  36. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  37. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams
  38. def getBlendingDataFrame(): DataFrame

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    Definition Classes
    HasBlendingDataFrame
  39. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  40. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLBuildControlParams
  41. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  42. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  43. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  44. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  45. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams
  46. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams
  47. def getExploitationRatio(): Double

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    Definition Classes
    H2OAutoMLBuildModelsParams
  48. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoMLBuildControlParams
  49. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  50. def getFoldCol(): String

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    Definition Classes
    H2OAutoMLInputParams
  51. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols
  52. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams
  53. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams
  54. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams
  55. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams
  56. def getLabelCol(): String

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    Definition Classes
    H2OAutoMLInputParams
  57. def getLeaderboardDataFrame(): DataFrame

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    Definition Classes
    HasLeaderboardDataFrame
  58. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLBuildControlParams
  59. def getMaxModels(): Int

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  60. def getMaxRuntimeSecs(): Double

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  61. def getMaxRuntimeSecsPerModel(): Double

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

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    Definition Classes
    HasMonotoneConstraints
  63. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  64. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams
  65. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  66. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  67. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams
  68. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams
  69. def getSeed(): Long

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  70. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams
  71. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  72. def getStoppingMetric(): String

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  73. def getStoppingRounds(): Int

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  74. def getStoppingTolerance(): Double

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  75. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams
  76. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams
  77. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  78. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  79. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  80. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  81. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  82. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  83. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams
  84. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  85. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
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    ParameterConstructorMethods
  86. def intParam(name: String, doc: String): IntParam

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    Attributes
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    ParameterConstructorMethods
  87. final def isDefined(param: Param[_]): Boolean

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    Params
  88. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  89. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  90. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  91. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
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    H2OAutoMLBuildControlParams
  92. val keepCrossValidationModels: BooleanParam

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    Attributes
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    H2OAutoMLBuildControlParams
  93. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
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    H2OAutoMLBuildControlParams
  94. val labelCol: Param[String]

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    Attributes
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    H2OAutoMLInputParams
  95. def log: Logger

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    Attributes
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    Logging
  96. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  97. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  98. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  99. def logError(msg: ⇒ String): Unit

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    Attributes
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    Logging
  100. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  101. def logInfo(msg: ⇒ String): Unit

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    Logging
  102. def logName: String

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

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    Attributes
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    Logging
  104. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  105. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  106. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  107. def longParam(name: String, doc: String): LongParam

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    Attributes
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    ParameterConstructorMethods
  108. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
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    H2OAutoMLBuildControlParams
  109. val maxModels: IntParam

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    Attributes
    protected
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    H2OAutoMLStoppingCriteriaParams
  110. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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    Attributes
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    H2OAutoMLStoppingCriteriaParams
  111. val maxRuntimeSecsPerModel: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
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    H2OAutoMLStoppingCriteriaParams
  112. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
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    H2OBaseMOJOParams
  113. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  114. val nfolds: IntParam

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    Attributes
    protected
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    H2OAutoMLBuildControlParams
  115. final def notify(): Unit

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    Definition Classes
    AnyRef
  116. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  117. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    ParameterConstructorMethods
  118. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    ParameterConstructorMethods
  119. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    ParameterConstructorMethods
  120. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    ParameterConstructorMethods
  121. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    ParameterConstructorMethods
  122. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    ParameterConstructorMethods
  123. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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    ParameterConstructorMethods
  124. def nullableStringParam(name: String, doc: String): NullableStringParam

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

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    ParameterConstructorMethods
  126. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  127. final val predictionCol: Param[String]

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    Attributes
    protected
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    H2OBaseMOJOParams
  128. val projectName: NullableStringParam

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    Attributes
    protected
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    H2OAutoMLBuildControlParams
  129. val seed: LongParam

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    Attributes
    protected
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    H2OAutoMLStoppingCriteriaParams
  130. final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type

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

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

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    Definition Classes
    Params
  133. def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  134. def setBlendingDataFrame(value: DataFrame): H2OAutoMLParams.this.type

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    Definition Classes
    HasBlendingDataFrame
  135. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  136. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  137. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  138. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  139. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  140. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  141. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type

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

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    Attributes
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    Params
  143. def setDetailedPredictionCol(columnName: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  144. def setExcludeAlgos(value: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams
  145. def setExploitationRatio(value: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams
  146. def setExportCheckpointsDir(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  147. def setFeaturesCol(first: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  148. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  149. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  150. def setFeaturesCols(first: String, others: String*): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  151. def setFoldCol(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLInputParams
  152. def setIgnoredCols(value: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    HasIgnoredCols
  153. def setIncludeAlgos(value: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams
  154. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  155. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  156. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  157. def setLabelCol(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLInputParams
  158. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLParams.this.type

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    Definition Classes
    HasLeaderboardDataFrame
  159. def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  160. def setMaxModels(value: Int): H2OAutoMLParams.this.type

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

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  162. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLParams.this.type

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

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    Definition Classes
    HasMonotoneConstraints
  164. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  165. def setNfolds(value: Int): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  166. def setPredictionCol(columnName: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  167. def setProjectName(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams
  168. def setSeed(value: Long): H2OAutoMLParams.this.type

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

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    Definition Classes
    H2OAutoMLInputParams
  170. def setSplitRatio(ratio: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  171. def setStoppingMetric(value: String): H2OAutoMLParams.this.type

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

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

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  174. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  175. def setWeightCol(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLInputParams
  176. def setWithContributions(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  177. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  178. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  179. def setWithStageResults(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams
  180. val sortMetric: Param[String]

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    Attributes
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    H2OAutoMLInputParams
  181. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
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    H2OCommonParams
  182. val stoppingMetric: Param[String]

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    Attributes
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    H2OAutoMLStoppingCriteriaParams
  183. val stoppingRounds: IntParam

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    Attributes
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    H2OAutoMLStoppingCriteriaParams
  184. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams
  185. def stringArrayParam(name: String, doc: String): StringArrayParam

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    protected
    Definition Classes
    ParameterConstructorMethods
  186. def stringParam(name: String, doc: String): Param[String]

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    protected
    Definition Classes
    ParameterConstructorMethods
  187. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  188. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  189. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  190. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  191. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  192. final def wait(arg0: Long): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  193. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams
  194. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  195. final val withDetailedPredictionCol: BooleanParam

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    protected
    Definition Classes
    H2OBaseMOJOParams
  196. final val withLeafNodeAssignments: BooleanParam

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    protected
    Definition Classes
    H2OBaseMOJOParams
  197. final val withStageResults: BooleanParam

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    protected
    Definition Classes
    H2OBaseMOJOParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLInputParams

Inherited from HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

Inherited from HasIgnoredCols

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped