Trait

ai.h2o.sparkling.ml.params

H2ODRFParams

Related Doc: package params

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trait H2ODRFParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, HasCalibrationDataFrame, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODRF, H2ODRFClassifier, H2ODRFRegressor
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Inherited
  1. H2ODRFParams
  2. HasIgnoredCols
  3. HasCalibrationDataFrame
  4. H2OAlgoParamsBase
  5. H2OFrameLifecycle
  6. ParameterConstructorMethods
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
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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
    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 aucType: Param[String]

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    Attributes
    protected

  7. val balanceClasses: BooleanParam

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    Attributes
    protected

  8. val binomialDoubleTrees: BooleanParam

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    Attributes
    protected

  9. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  10. val buildTreeOneNode: BooleanParam

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    Attributes
    protected

  11. val calibrateModel: BooleanParam

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    Attributes
    protected

  12. val categoricalEncoding: Param[String]

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    Attributes
    protected

  13. val checkConstantResponse: BooleanParam

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    Attributes
    protected

  14. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected

  15. final def clear(param: Param[_]): H2ODRFParams.this.type

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    Definition Classes
    Params

  16. def clone(): AnyRef

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

  17. val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  18. val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  19. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  20. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

  24. val customMetricFunc: NullableStringParam

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    Attributes
    protected

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

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    Attributes
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    Definition Classes
    Params

  26. val distribution: Param[String]

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    protected

  27. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  30. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  32. def explainParams(): String

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    Definition Classes
    Params

  33. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected

  34. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  36. def finalize(): Unit

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

  37. def floatParam(name: String, doc: String): FloatParam

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    Attributes
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    ParameterConstructorMethods

  38. val foldAssignment: Param[String]

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    Attributes
    protected

  39. val foldCol: NullableStringParam

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    Attributes
    protected

  40. val gainsliftBins: IntParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  42. def getAucType(): String

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  43. def getBalanceClasses(): Boolean

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  44. def getBinomialDoubleTrees(): Boolean

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  45. def getBuildTreeOneNode(): Boolean

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  46. def getCalibrateModel(): Boolean

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  47. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  48. def getCategoricalEncoding(): String

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  49. def getCheckConstantResponse(): Boolean

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

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

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  52. def getColSampleRateChangePerLevel(): Double

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  53. def getColSampleRatePerTree(): Double

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  54. def getCustomMetricFunc(): String

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

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    Definition Classes
    Params

  56. def getDistribution(): String

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  57. def getExportCheckpointsDir(): String

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  58. def getFoldAssignment(): String

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  59. def getFoldCol(): String

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  60. def getGainsliftBins(): Int

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  61. def getHistogramType(): String

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  62. def getIgnoreConstCols(): Boolean

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  63. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  64. def getKeepCrossValidationFoldAssignment(): Boolean

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  65. def getKeepCrossValidationModels(): Boolean

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  66. def getKeepCrossValidationPredictions(): Boolean

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  67. def getLabelCol(): String

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  68. def getMaxAfterBalanceSize(): Float

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  69. def getMaxConfusionMatrixSize(): Int

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  70. def getMaxDepth(): Int

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  71. def getMaxRuntimeSecs(): Double

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  72. def getMinRows(): Double

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  73. def getMinSplitImprovement(): Double

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  74. def getModelId(): String

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  75. def getMtries(): Int

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  76. def getNbins(): Int

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  77. def getNbinsCats(): Int

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  78. def getNbinsTopLevel(): Int

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  79. def getNfolds(): Int

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  80. def getNtrees(): Int

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  81. def getOffsetCol(): String

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  84. def getSampleRate(): Double

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  85. def getSampleRatePerClass(): Array[Double]

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  86. def getScoreEachIteration(): Boolean

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  87. def getScoreTreeInterval(): Int

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  88. def getSeed(): Long

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  89. def getStoppingMetric(): String

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  90. def getStoppingRounds(): Int

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  91. def getStoppingTolerance(): Double

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  92. def getWeightCol(): String

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

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    Definition Classes
    Params

  94. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  95. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  96. val histogramType: Param[String]

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    Attributes
    protected

  97. val ignoreConstCols: BooleanParam

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    Attributes
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  98. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

  99. def intParam(name: String, doc: String): IntParam

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

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    Definition Classes
    Params

  101. final def isInstanceOf[T0]: Boolean

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    Any

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

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  103. val keepCrossValidationFoldAssignment: BooleanParam

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  104. val keepCrossValidationModels: BooleanParam

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  105. val keepCrossValidationPredictions: BooleanParam

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  106. val labelCol: Param[String]

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

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  108. val maxAfterBalanceSize: FloatParam

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  109. val maxConfusionMatrixSize: IntParam

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  110. val maxDepth: IntParam

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  111. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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  112. val minRows: org.apache.spark.ml.param.DoubleParam

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  113. val minSplitImprovement: org.apache.spark.ml.param.DoubleParam

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  114. val modelId: NullableStringParam

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  115. val mtries: IntParam

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  116. val nbins: IntParam

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    Attributes
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  117. val nbinsCats: IntParam

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    Attributes
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  118. val nbinsTopLevel: IntParam

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    Attributes
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  119. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
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  120. val nfolds: IntParam

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    Attributes
    protected

  121. final def notify(): Unit

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    Definition Classes
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  122. final def notifyAll(): Unit

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    Definition Classes
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  123. val ntrees: IntParam

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    Attributes
    protected

  124. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    ParameterConstructorMethods

  125. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    ParameterConstructorMethods

  126. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    ParameterConstructorMethods

  127. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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  128. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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  129. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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  130. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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    ParameterConstructorMethods

  131. def nullableStringParam(name: String, doc: String): NullableStringParam

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    ParameterConstructorMethods

  132. val offsetCol: NullableStringParam

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

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    ParameterConstructorMethods

  134. def paramTag: ClassTag[DRFParameters]

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

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    Definition Classes
    Params

  136. val sampleRate: org.apache.spark.ml.param.DoubleParam

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    protected

  137. val sampleRatePerClass: NullableDoubleArrayParam

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  138. val scoreEachIteration: BooleanParam

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  139. val scoreTreeInterval: IntParam

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  140. val seed: LongParam

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  141. final def set(paramPair: ParamPair[_]): H2ODRFParams.this.type

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  142. final def set(param: String, value: Any): H2ODRFParams.this.type

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  143. final def set[T](param: Param[T], value: T): H2ODRFParams.this.type

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    Definition Classes
    Params

  144. def setAucType(value: String): H2ODRFParams.this.type

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  145. def setBalanceClasses(value: Boolean): H2ODRFParams.this.type

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  146. def setBinomialDoubleTrees(value: Boolean): H2ODRFParams.this.type

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  147. def setBuildTreeOneNode(value: Boolean): H2ODRFParams.this.type

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  148. def setCalibrateModel(value: Boolean): H2ODRFParams.this.type

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  149. def setCalibrationDataFrame(value: DataFrame): H2ODRFParams.this.type

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    Definition Classes
    HasCalibrationDataFrame

  150. def setCategoricalEncoding(value: String): H2ODRFParams.this.type

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  151. def setCheckConstantResponse(value: Boolean): H2ODRFParams.this.type

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  152. def setClassSamplingFactors(value: Array[Float]): H2ODRFParams.this.type

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  153. def setColSampleRateChangePerLevel(value: Double): H2ODRFParams.this.type

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  154. def setColSampleRatePerTree(value: Double): H2ODRFParams.this.type

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  155. def setCustomMetricFunc(value: String): H2ODRFParams.this.type

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  156. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFParams.this.type

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    Params

  157. final def setDefault[T](param: Param[T], value: T): H2ODRFParams.this.type

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  158. def setDistribution(value: String): H2ODRFParams.this.type

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  159. def setExportCheckpointsDir(value: String): H2ODRFParams.this.type

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  160. def setFoldAssignment(value: String): H2ODRFParams.this.type

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  161. def setFoldCol(value: String): H2ODRFParams.this.type

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  162. def setGainsliftBins(value: Int): H2ODRFParams.this.type

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  163. def setHistogramType(value: String): H2ODRFParams.this.type

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  164. def setIgnoreConstCols(value: Boolean): H2ODRFParams.this.type

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  165. def setIgnoredCols(value: Array[String]): H2ODRFParams.this.type

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    Definition Classes
    HasIgnoredCols

  166. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFParams.this.type

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  167. def setKeepCrossValidationModels(value: Boolean): H2ODRFParams.this.type

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  168. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFParams.this.type

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  169. def setLabelCol(value: String): H2ODRFParams.this.type

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  170. def setMaxAfterBalanceSize(value: Float): H2ODRFParams.this.type

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  171. def setMaxConfusionMatrixSize(value: Int): H2ODRFParams.this.type

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  172. def setMaxDepth(value: Int): H2ODRFParams.this.type

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  173. def setMaxRuntimeSecs(value: Double): H2ODRFParams.this.type

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  174. def setMinRows(value: Double): H2ODRFParams.this.type

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  175. def setMinSplitImprovement(value: Double): H2ODRFParams.this.type

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  176. def setModelId(value: String): H2ODRFParams.this.type

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  177. def setMtries(value: Int): H2ODRFParams.this.type

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  178. def setNbins(value: Int): H2ODRFParams.this.type

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  179. def setNbinsCats(value: Int): H2ODRFParams.this.type

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  180. def setNbinsTopLevel(value: Int): H2ODRFParams.this.type

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  181. def setNfolds(value: Int): H2ODRFParams.this.type

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  182. def setNtrees(value: Int): H2ODRFParams.this.type

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  183. def setOffsetCol(value: String): H2ODRFParams.this.type

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  184. def setSampleRate(value: Double): H2ODRFParams.this.type

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  185. def setSampleRatePerClass(value: Array[Double]): H2ODRFParams.this.type

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  186. def setScoreEachIteration(value: Boolean): H2ODRFParams.this.type

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  187. def setScoreTreeInterval(value: Int): H2ODRFParams.this.type

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  188. def setSeed(value: Long): H2ODRFParams.this.type

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  189. def setStoppingMetric(value: String): H2ODRFParams.this.type

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  190. def setStoppingRounds(value: Int): H2ODRFParams.this.type

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  191. def setStoppingTolerance(value: Double): H2ODRFParams.this.type

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  192. def setWeightCol(value: String): H2ODRFParams.this.type

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  193. val stoppingMetric: Param[String]

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    Attributes
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  194. val stoppingRounds: IntParam

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  195. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

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  196. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Definition Classes
    ParameterConstructorMethods

  197. def stringParam(name: String, doc: String): Param[String]

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    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  199. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  200. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  203. val weightCol: NullableStringParam

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    Attributes
    protected

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped