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], H2OSupervisedAlgorithm[DRFParameters], H2OAlgorithm[DRFParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, 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. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. H2OCommonParams
  20. H2OAlgoParamsBase
  21. ParameterConstructorMethods
  22. H2OBaseMOJOParams
  23. Logging
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. 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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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
    H2ODRFParams

  7. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  8. val binomialDoubleTrees: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  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
    Definition Classes
    H2ODRFParams

  11. val calibrateModel: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  12. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  13. val checkConstantResponse: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    RestCommunication

  15. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  17. def clone(): AnyRef

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

  18. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  19. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  20. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  25. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  26. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  30. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  33. 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

  34. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  35. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  41. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  43. def explainParams(): String

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    Definition Classes
    Params

  44. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  45. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  47. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  48. def finalize(): Unit

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

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

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    Definition Classes
    H2ODRF → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  54. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  55. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  56. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  58. def getBalanceClasses(): Boolean

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    Definition Classes
    H2ODRFParams

  59. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  60. def getBinomialDoubleTrees(): Boolean

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    Definition Classes
    H2ODRFParams

  61. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2ODRFParams

  62. def getCalibrateModel(): Boolean

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    Definition Classes
    H2ODRFParams

  63. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  64. def getCategoricalEncoding(): String

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    Definition Classes
    H2ODRFParams

  65. def getCheckConstantResponse(): Boolean

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    AnyRef → Any

  67. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2ODRFParams

  68. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2ODRFParams

  69. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2ODRFParams

  70. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  71. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  72. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  73. def getCustomMetricFunc(): String

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  75. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  76. def getDistribution(): String

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    Definition Classes
    H2ODRFParams

  77. def getExportCheckpointsDir(): String

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    Definition Classes
    H2ODRFParams

  78. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  79. def getFoldAssignment(): String

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    Definition Classes
    H2ODRFParams

  80. def getFoldCol(): String

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    Definition Classes
    H2ODRFParams

  81. def getGainsliftBins(): Int

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    Definition Classes
    H2ODRFParams

  82. def getHistogramType(): String

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    Definition Classes
    H2ODRFParams

  83. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2ODRFParams

  84. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  85. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2ODRFParams

  86. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2ODRFParams

  87. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2ODRFParams

  88. def getLabelCol(): String

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    Definition Classes
    H2ODRFParams

  89. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2ODRFParams

  90. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2ODRFParams

  91. def getMaxDepth(): Int

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    Definition Classes
    H2ODRFParams

  92. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2ODRFParams

  93. def getMinRows(): Double

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    Definition Classes
    H2ODRFParams

  94. def getMinSplitImprovement(): Double

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    Definition Classes
    H2ODRFParams

  95. def getModelId(): String

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    Definition Classes
    H2ODRFParams

  96. def getMtries(): Int

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    Definition Classes
    H2ODRFParams

  97. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  98. def getNbins(): Int

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    Definition Classes
    H2ODRFParams

  99. def getNbinsCats(): Int

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    Definition Classes
    H2ODRFParams

  100. def getNbinsTopLevel(): Int

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    Definition Classes
    H2ODRFParams

  101. def getNfolds(): Int

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    Definition Classes
    H2ODRFParams

  102. def getNtrees(): Int

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    Definition Classes
    H2ODRFParams

  103. def getOffsetCol(): String

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  106. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  107. def getSampleRate(): Double

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    Definition Classes
    H2ODRFParams

  108. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2ODRFParams

  109. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2ODRFParams

  110. def getScoreTreeInterval(): Int

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    Definition Classes
    H2ODRFParams

  111. def getSeed(): Long

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    Definition Classes
    H2ODRFParams

  112. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  113. def getStoppingMetric(): String

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    Definition Classes
    H2ODRFParams

  114. def getStoppingRounds(): Int

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    Definition Classes
    H2ODRFParams

  115. def getStoppingTolerance(): Double

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    Definition Classes
    H2ODRFParams

  116. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  117. def getWeightCol(): String

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    Definition Classes
    H2ODRFParams

  118. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  119. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  120. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  122. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  123. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  124. val histogramType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  125. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  126. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  127. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  132. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  133. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  135. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  136. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  137. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  138. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  139. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  140. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  147. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  153. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  154. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  155. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  156. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  157. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  158. val minSplitImprovement: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  159. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  160. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  161. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  162. val nbins: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  163. val nbinsCats: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  164. val nbinsTopLevel: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    AnyRef

  166. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  167. final def notify(): Unit

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    Definition Classes
    AnyRef

  168. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  169. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  177. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  179. def paramTag: ClassTag[DRFParameters]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  180. var parameters: DRFParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  182. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  183. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  184. 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

  185. 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
    protected
    Definition Classes
    RestCommunication

  186. 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

  187. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  188. val sampleRatePerClass: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  189. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  190. def save(path: String): Unit

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

  191. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  192. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  193. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    HasCalibrationDataFrame

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  263. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  264. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  265. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  266. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  269. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  274. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  276. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  278. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  280. val uid: String

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    Definition Classes
    H2ODRFRegressor → H2ODRF → Identifiable

  281. 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

  282. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  283. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  286. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  287. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  288. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  289. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  290. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  291. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    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 H2OSupervisedAlgorithm[DRFParameters]

Inherited from H2OAlgorithm[DRFParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

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