Class/Object

ai.h2o.sparkling.ml.algos.regression

H2ODRFRegressor

Related Docs: object H2ODRFRegressor | package regression

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class H2ODRFRegressor extends H2ODRF with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, H2ODRF, DistributionBasedH2OTrainFramePreparation, H2ODRFParams, HasIgnoredCols, HasCalibrationDataFrame, H2OTreeBasedSupervisedAlgorithm[DRFParameters], H2OSupervisedAlgorithmWithFoldColumn[DRFParameters], H2OSupervisedAlgorithm[DRFParameters], H2OAlgorithm[DRFParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[DRFParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODRFRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2ODRF
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ODRFParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. H2OTreeBasedSupervisedAlgorithm
  10. H2OSupervisedAlgorithmWithFoldColumn
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. H2OAlgorithmCommonParams
  14. H2OAlgorithmMOJOParams
  15. H2OEstimator
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OTrainFramePreparation
  19. H2OAlgoCommonUtils
  20. EstimatorCommonUtils
  21. RestCommunication
  22. RestEncodingUtils
  23. Logging
  24. H2OCommonParams
  25. H2OBaseMOJOParams
  26. HasDataFrameSerializer
  27. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODRFRegressor()

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  2. new H2ODRFRegressor(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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
    Definition Classes
    H2ODRFParams

  7. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  8. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  9. val binomialDoubleTrees: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  11. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  12. val calibrateModel: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  13. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  14. val checkConstantResponse: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  16. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  17. final def clear(param: Param[_]): H2ODRFRegressor.this.type

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    Definition Classes
    Params

  18. def clone(): AnyRef

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

  19. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  20. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  21. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  29. def copy(extra: ParamMap): H2ODRFRegressor.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  31. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  32. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  33. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  34. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  36. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  37. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  38. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  39. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  41. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  42. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  43. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  45. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  47. def explainParams(): String

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    Definition Classes
    Params

  48. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  49. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  51. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  52. def finalize(): Unit

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

  53. def fit(dataset: Dataset[_]): H2ODRFMOJOModel

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    Definition Classes
    H2ODRF → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

  54. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  55. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  56. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  58. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  59. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  60. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  62. def getAucType(): String

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    Definition Classes
    H2ODRFParams

  63. def getBalanceClasses(): Boolean

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    Definition Classes
    H2ODRFParams

  64. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  65. def getBinomialDoubleTrees(): Boolean

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    Definition Classes
    H2ODRFParams

  66. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2ODRFParams

  67. def getCalibrateModel(): Boolean

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    Definition Classes
    H2ODRFParams

  68. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  69. def getCategoricalEncoding(): String

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    Definition Classes
    H2ODRFParams

  70. def getCheckConstantResponse(): Boolean

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    AnyRef → Any

  72. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2ODRFParams

  73. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2ODRFParams

  74. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2ODRFParams

  75. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  76. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  77. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  78. def getCustomMetricFunc(): String

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    Definition Classes
    H2ODRFParams

  79. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  81. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  82. def getDistribution(): String

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    Definition Classes
    H2ODRFParams

  83. def getExportCheckpointsDir(): String

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    Definition Classes
    H2ODRFParams

  84. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  85. def getFoldAssignment(): String

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    Definition Classes
    H2ODRFParams

  86. def getFoldCol(): String

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    Definition Classes
    H2ODRFParams

  87. def getGainsliftBins(): Int

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    Definition Classes
    H2ODRFParams

  88. def getHistogramType(): String

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    Definition Classes
    H2ODRFParams

  89. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2ODRFParams

  90. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  91. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  92. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2ODRFParams

  93. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2ODRFParams

  94. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2ODRFParams

  95. def getLabelCol(): String

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    Definition Classes
    H2ODRFParams

  96. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2ODRFParams

  97. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2ODRFParams

  98. def getMaxDepth(): Int

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    Definition Classes
    H2ODRFParams

  99. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2ODRFParams

  100. def getMinRows(): Double

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    Definition Classes
    H2ODRFParams

  101. def getMinSplitImprovement(): Double

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    Definition Classes
    H2ODRFParams

  102. def getModelId(): String

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    Definition Classes
    H2ODRFParams

  103. def getMtries(): Int

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    Definition Classes
    H2ODRFParams

  104. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  105. def getNbins(): Int

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    Definition Classes
    H2ODRFParams

  106. def getNbinsCats(): Int

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    Definition Classes
    H2ODRFParams

  107. def getNbinsTopLevel(): Int

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    Definition Classes
    H2ODRFParams

  108. def getNfolds(): Int

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    Definition Classes
    H2ODRFParams

  109. def getNtrees(): Int

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    Definition Classes
    H2ODRFParams

  110. def getOffsetCol(): String

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  113. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  114. def getSampleRate(): Double

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    Definition Classes
    H2ODRFParams

  115. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2ODRFParams

  116. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2ODRFParams

  117. def getScoreTreeInterval(): Int

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    Definition Classes
    H2ODRFParams

  118. def getSeed(): Long

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    Definition Classes
    H2ODRFParams

  119. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  120. def getStoppingMetric(): String

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    Definition Classes
    H2ODRFParams

  121. def getStoppingRounds(): Int

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    Definition Classes
    H2ODRFParams

  122. def getStoppingTolerance(): Double

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    Definition Classes
    H2ODRFParams

  123. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  124. def getWeightCol(): String

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    Definition Classes
    H2ODRFParams

  125. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  126. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  127. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  129. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  130. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  131. val histogramType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  132. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  134. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  135. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  136. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

  137. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  140. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  141. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  143. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  144. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  145. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  146. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  147. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  148. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  149. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  156. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  162. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  163. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  164. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  165. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  166. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  167. val minSplitImprovement: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  168. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  169. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  170. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  171. val nbins: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  172. val nbinsCats: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  173. val nbinsTopLevel: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    AnyRef

  175. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  176. final def notify(): Unit

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    Definition Classes
    AnyRef

  177. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  178. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  187. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  189. def paramTag: ClassTag[DRFParameters]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  190. var parameters: DRFParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  192. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  193. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  194. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  195. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
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    Definition Classes
    RestCommunication

  196. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  197. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  198. val sampleRatePerClass: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  199. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  200. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  201. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  202. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  203. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  204. final def set(paramPair: ParamPair[_]): H2ODRFRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  205. final def set(param: String, value: Any): H2ODRFRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  206. final def set[T](param: Param[T], value: T): H2ODRFRegressor.this.type

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    Definition Classes
    Params

  207. def setAucType(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  208. def setBalanceClasses(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  209. def setBinomialDoubleTrees(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  210. def setBuildTreeOneNode(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  211. def setCalibrateModel(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  212. def setCalibrationDataFrame(value: DataFrame): H2ODRFRegressor.this.type

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    Definition Classes
    HasCalibrationDataFrame

  213. def setCategoricalEncoding(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  214. def setCheckConstantResponse(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  215. def setClassSamplingFactors(value: Array[Float]): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  216. def setColSampleRateChangePerLevel(value: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  217. def setColSampleRatePerTree(value: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  218. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  219. def setColumnsToCategorical(columns: Array[String]): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  220. def setColumnsToCategorical(first: String, others: String*): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  221. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  222. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  223. def setCustomMetricFunc(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  224. def setDataFrameSerializer(fullClassName: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2OBaseMOJOParams

  225. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  226. final def setDefault[T](param: Param[T], value: T): H2ODRFRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  227. def setDetailedPredictionCol(columnName: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  228. def setDistribution(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  229. def setExportCheckpointsDir(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  230. def setFeaturesCol(first: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  231. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  232. def setFeaturesCols(columnNames: Array[String]): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  233. def setFeaturesCols(first: String, others: String*): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  234. def setFoldAssignment(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  235. def setFoldCol(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  236. def setGainsliftBins(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  237. def setHistogramType(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  238. def setIgnoreConstCols(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  239. def setIgnoredCols(value: Array[String]): H2ODRFRegressor.this.type

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    Definition Classes
    HasIgnoredCols

  240. def setKeepBinaryModels(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  241. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  242. def setKeepCrossValidationModels(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  243. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  244. def setLabelCol(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  245. def setMaxAfterBalanceSize(value: Float): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  246. def setMaxConfusionMatrixSize(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  247. def setMaxDepth(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  248. def setMaxRuntimeSecs(value: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  249. def setMinRows(value: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  250. def setMinSplitImprovement(value: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  251. def setModelId(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  252. def setMtries(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  253. def setNamedMojoOutputColumns(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  254. def setNbins(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  255. def setNbinsCats(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  256. def setNbinsTopLevel(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  257. def setNfolds(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  258. def setNtrees(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  259. def setOffsetCol(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  260. def setPredictionCol(columnName: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  261. def setSampleRate(value: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  262. def setSampleRatePerClass(value: Array[Double]): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  263. def setScoreEachIteration(value: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  264. def setScoreTreeInterval(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  265. def setSeed(value: Long): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  266. def setSplitRatio(ratio: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  267. def setStoppingMetric(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  268. def setStoppingRounds(value: Int): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  269. def setStoppingTolerance(value: Double): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  270. def setValidationDataFrame(dataFrame: DataFrame): H2ODRFRegressor.this.type

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    Definition Classes
    H2OCommonParams

  271. def setWeightCol(value: String): H2ODRFRegressor.this.type

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    Definition Classes
    H2ODRFParams

  272. def setWithContributions(enabled: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  273. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  274. def setWithLeafNodeAssignments(enabled: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  275. def setWithStageResults(enabled: Boolean): H2ODRFRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  276. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  277. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  278. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  279. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  282. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  283. def stringifyArray(arr: Array[_]): String

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    protected
    Definition Classes
    RestEncodingUtils

  284. def stringifyMap(map: Map[_, _]): String

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    protected
    Definition Classes
    RestEncodingUtils

  285. def stringifyPair(pair: Tuple2[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  286. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  287. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  289. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  290. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  291. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  292. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  293. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  294. val uid: String

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    Definition Classes
    H2ODRFRegressor → H2ODRF → Identifiable

  295. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  296. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  297. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  300. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  301. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  302. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  303. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  304. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  305. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForRegressionCheck

Inherited from H2ORegressor

Inherited from H2ODRF

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ODRFParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from H2OTreeBasedSupervisedAlgorithm[DRFParameters]

Inherited from H2OSupervisedAlgorithmWithFoldColumn[DRFParameters]

Inherited from H2OSupervisedAlgorithm[DRFParameters]

Inherited from H2OAlgorithm[DRFParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[DRFParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped