Class/Object

ai.h2o.sparkling.ml.algos.classification

H2ODRFClassifier

Related Docs: object H2ODRFClassifier | package classification

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class H2ODRFClassifier extends H2ODRF with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, 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. H2ODRFClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  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 H2ODRFClassifier()

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  2. new H2ODRFClassifier(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 calibrationMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  14. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  15. val checkConstantResponse: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    RestCommunication

  17. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  18. final def clear(param: Param[_]): H2ODRFClassifier.this.type

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    Definition Classes
    Params

  19. def clone(): AnyRef

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

  20. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  21. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  22. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  25. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  27. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  28. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  30. def copy(extra: ParamMap): H2ODRFClassifier.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  32. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  33. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  34. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  35. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  38. 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

  39. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  40. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  46. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  48. def explainParams(): String

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    Definition Classes
    Params

  49. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  50. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  52. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  53. def finalize(): Unit

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

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

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

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  59. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  60. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  61. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  63. def getAucType(): String

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    Definition Classes
    H2ODRFParams

  64. def getBalanceClasses(): Boolean

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    Definition Classes
    H2ODRFParams

  65. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  66. def getBinomialDoubleTrees(): Boolean

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    Definition Classes
    H2ODRFParams

  67. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2ODRFParams

  68. def getCalibrateModel(): Boolean

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    Definition Classes
    H2ODRFParams

  69. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  70. def getCalibrationMethod(): String

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    Definition Classes
    H2ODRFParams

  71. def getCategoricalEncoding(): String

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    Definition Classes
    H2ODRFParams

  72. def getCheckConstantResponse(): Boolean

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    AnyRef → Any

  74. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2ODRFParams

  75. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2ODRFParams

  76. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2ODRFParams

  77. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  78. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  79. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  80. def getCustomMetricFunc(): String

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    Definition Classes
    H2ODRFParams

  81. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  83. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  84. def getDistribution(): String

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    Definition Classes
    H2ODRFParams

  85. def getExportCheckpointsDir(): String

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    Definition Classes
    H2ODRFParams

  86. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  87. def getFoldAssignment(): String

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    Definition Classes
    H2ODRFParams

  88. def getFoldCol(): String

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    Definition Classes
    H2ODRFParams

  89. def getGainsliftBins(): Int

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    Definition Classes
    H2ODRFParams

  90. def getHistogramType(): String

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    Definition Classes
    H2ODRFParams

  91. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2ODRFParams

  92. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  93. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  94. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2ODRFParams

  95. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2ODRFParams

  96. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2ODRFParams

  97. def getLabelCol(): String

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    Definition Classes
    H2ODRFParams

  98. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2ODRFParams

  99. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2ODRFParams

  100. def getMaxDepth(): Int

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    Definition Classes
    H2ODRFParams

  101. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2ODRFParams

  102. def getMinRows(): Double

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    Definition Classes
    H2ODRFParams

  103. def getMinSplitImprovement(): Double

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    Definition Classes
    H2ODRFParams

  104. def getModelId(): String

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    Definition Classes
    H2ODRFParams

  105. def getMtries(): Int

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    Definition Classes
    H2ODRFParams

  106. def getNbins(): Int

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    Definition Classes
    H2ODRFParams

  107. def getNbinsCats(): Int

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    Definition Classes
    H2ODRFParams

  108. def getNbinsTopLevel(): Int

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    Definition Classes
    H2ODRFParams

  109. def getNfolds(): Int

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    Definition Classes
    H2ODRFParams

  110. def getNtrees(): Int

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    Definition Classes
    H2ODRFParams

  111. def getOffsetCol(): String

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  114. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  115. def getSampleRate(): Double

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    Definition Classes
    H2ODRFParams

  116. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2ODRFParams

  117. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2ODRFParams

  118. def getScoreTreeInterval(): Int

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    Definition Classes
    H2ODRFParams

  119. def getSeed(): Long

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    Definition Classes
    H2ODRFParams

  120. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  121. def getStoppingMetric(): String

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    Definition Classes
    H2ODRFParams

  122. def getStoppingRounds(): Int

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    Definition Classes
    H2ODRFParams

  123. def getStoppingTolerance(): Double

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    Definition Classes
    H2ODRFParams

  124. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  125. def getWeightCol(): String

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    Definition Classes
    H2ODRFParams

  126. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  127. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  128. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  130. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  131. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  132. val histogramType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  133. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  135. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  136. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  141. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  142. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  144. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  145. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  146. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  147. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  148. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  149. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  150. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  157. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  163. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  164. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  165. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  166. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  167. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  168. val minSplitImprovement: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  169. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  170. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  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 nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  188. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  190. def paramTag: ClassTag[DRFParameters]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  191. var parameters: DRFParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  193. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  194. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  195. 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

  196. 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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    RestCommunication

  197. 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

  198. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  199. val sampleRatePerClass: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  200. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  201. def save(path: String): Unit

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

  202. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  203. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  204. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  205. final def set(paramPair: ParamPair[_]): H2ODRFClassifier.this.type

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    Attributes
    protected
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    Params

  206. final def set(param: String, value: Any): H2ODRFClassifier.this.type

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    Attributes
    protected
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    Params

  207. final def set[T](param: Param[T], value: T): H2ODRFClassifier.this.type

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    Definition Classes
    Params

  208. def setAucType(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  209. def setBalanceClasses(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  210. def setBinomialDoubleTrees(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  211. def setBuildTreeOneNode(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  212. def setCalibrateModel(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  213. def setCalibrationDataFrame(value: DataFrame): H2ODRFClassifier.this.type

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    Definition Classes
    HasCalibrationDataFrame

  214. def setCalibrationMethod(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  215. def setCategoricalEncoding(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  216. def setCheckConstantResponse(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  217. def setClassSamplingFactors(value: Array[Float]): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  218. def setColSampleRateChangePerLevel(value: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  219. def setColSampleRatePerTree(value: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  220. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  221. def setColumnsToCategorical(columns: Array[String]): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  222. def setColumnsToCategorical(first: String, others: String*): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  223. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  224. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  225. def setCustomMetricFunc(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  226. def setDataFrameSerializer(fullClassName: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams

  227. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFClassifier.this.type

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    protected
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    Params

  228. final def setDefault[T](param: Param[T], value: T): H2ODRFClassifier.this.type

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    protected
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    Params

  229. def setDetailedPredictionCol(columnName: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  230. def setDistribution(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  231. def setExportCheckpointsDir(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  232. def setFeaturesCol(first: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  233. def setFeaturesCols(columnNames: ArrayList[String]): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  234. def setFeaturesCols(columnNames: Array[String]): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  235. def setFeaturesCols(first: String, others: String*): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  236. def setFoldAssignment(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  237. def setFoldCol(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  238. def setGainsliftBins(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  239. def setHistogramType(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  240. def setIgnoreConstCols(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  241. def setIgnoredCols(value: Array[String]): H2ODRFClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  242. def setKeepBinaryModels(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  243. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  244. def setKeepCrossValidationModels(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  245. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  246. def setLabelCol(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  247. def setMaxAfterBalanceSize(value: Float): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  248. def setMaxConfusionMatrixSize(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  249. def setMaxDepth(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  250. def setMaxRuntimeSecs(value: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  251. def setMinRows(value: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  252. def setMinSplitImprovement(value: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  253. def setModelId(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  254. def setMtries(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  255. def setNbins(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  256. def setNbinsCats(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  257. def setNbinsTopLevel(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  258. def setNfolds(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  259. def setNtrees(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  260. def setOffsetCol(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  261. def setPredictionCol(columnName: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  262. def setSampleRate(value: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  263. def setSampleRatePerClass(value: Array[Double]): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  264. def setScoreEachIteration(value: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  265. def setScoreTreeInterval(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  266. def setSeed(value: Long): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  267. def setSplitRatio(ratio: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  268. def setStoppingMetric(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  269. def setStoppingRounds(value: Int): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  270. def setStoppingTolerance(value: Double): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  271. def setValidationDataFrame(dataFrame: DataFrame): H2ODRFClassifier.this.type

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    Definition Classes
    H2OCommonParams

  272. def setWeightCol(value: String): H2ODRFClassifier.this.type

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    Definition Classes
    H2ODRFParams

  273. def setWithContributions(enabled: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  274. def setWithLeafNodeAssignments(enabled: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  275. def setWithStageResults(enabled: Boolean): H2ODRFClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  276. final val splitRatio: DoubleParam

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    Attributes
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    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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    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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    protected
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    ParameterConstructorMethods

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

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    protected
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    ParameterConstructorMethods

  282. def stringify(value: Any): String

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    RestEncodingUtils

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

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    Definition Classes
    RestEncodingUtils

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

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    RestEncodingUtils

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

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    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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    protected
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    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
    H2ODRFClassifier → 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 withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  303. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  304. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DistributionForClassificationCheck

Inherited from H2OClassifier

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