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], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, 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. DefaultParamsWritable
  14. MLWritable
  15. H2OTrainFramePreparation
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. H2OCommonParams
  21. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. H2OBaseMOJOParams
  25. Logging
  26. Estimator
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. 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 categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  14. val checkConstantResponse: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    RestCommunication

  16. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  18. def clone(): AnyRef

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

  19. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  20. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  21. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  31. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  34. 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

  35. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  36. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  42. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  44. def explainParams(): String

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    Definition Classes
    Params

  45. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  46. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  48. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  49. def finalize(): Unit

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

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

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    Definition Classes
    H2ODRF → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  55. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  56. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  57. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  59. def getAucType(): String

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    Definition Classes
    H2ODRFParams

  60. def getBalanceClasses(): Boolean

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    Definition Classes
    H2ODRFParams

  61. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  62. def getBinomialDoubleTrees(): Boolean

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    Definition Classes
    H2ODRFParams

  63. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2ODRFParams

  64. def getCalibrateModel(): Boolean

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    Definition Classes
    H2ODRFParams

  65. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  66. def getCategoricalEncoding(): String

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    Definition Classes
    H2ODRFParams

  67. def getCheckConstantResponse(): Boolean

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    AnyRef → Any

  69. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2ODRFParams

  70. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2ODRFParams

  71. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2ODRFParams

  72. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  73. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  74. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  75. def getCustomMetricFunc(): String

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

  77. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  78. def getDistribution(): String

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    Definition Classes
    H2ODRFParams

  79. def getExportCheckpointsDir(): String

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    Definition Classes
    H2ODRFParams

  80. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  81. def getFoldAssignment(): String

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    Definition Classes
    H2ODRFParams

  82. def getFoldCol(): String

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    Definition Classes
    H2ODRFParams

  83. def getGainsliftBins(): Int

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    Definition Classes
    H2ODRFParams

  84. def getHistogramType(): String

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    Definition Classes
    H2ODRFParams

  85. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2ODRFParams

  86. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  87. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2ODRFParams

  88. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2ODRFParams

  89. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2ODRFParams

  90. def getLabelCol(): String

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    Definition Classes
    H2ODRFParams

  91. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2ODRFParams

  92. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2ODRFParams

  93. def getMaxDepth(): Int

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    Definition Classes
    H2ODRFParams

  94. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2ODRFParams

  95. def getMinRows(): Double

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    Definition Classes
    H2ODRFParams

  96. def getMinSplitImprovement(): Double

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    Definition Classes
    H2ODRFParams

  97. def getModelId(): String

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    Definition Classes
    H2ODRFParams

  98. def getMtries(): Int

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    Definition Classes
    H2ODRFParams

  99. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  100. def getNbins(): Int

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    Definition Classes
    H2ODRFParams

  101. def getNbinsCats(): Int

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    Definition Classes
    H2ODRFParams

  102. def getNbinsTopLevel(): Int

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    Definition Classes
    H2ODRFParams

  103. def getNfolds(): Int

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    Definition Classes
    H2ODRFParams

  104. def getNtrees(): Int

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    Definition Classes
    H2ODRFParams

  105. def getOffsetCol(): String

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  108. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  109. def getSampleRate(): Double

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    Definition Classes
    H2ODRFParams

  110. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2ODRFParams

  111. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2ODRFParams

  112. def getScoreTreeInterval(): Int

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    Definition Classes
    H2ODRFParams

  113. def getSeed(): Long

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    Definition Classes
    H2ODRFParams

  114. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  115. def getStoppingMetric(): String

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    Definition Classes
    H2ODRFParams

  116. def getStoppingRounds(): Int

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    Definition Classes
    H2ODRFParams

  117. def getStoppingTolerance(): Double

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    Definition Classes
    H2ODRFParams

  118. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  119. def getWeightCol(): String

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    Definition Classes
    H2ODRFParams

  120. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  121. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  122. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  124. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  125. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  126. val histogramType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  127. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  129. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  130. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  135. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  136. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  138. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  139. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  140. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  141. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  142. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  143. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  150. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  156. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  157. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  158. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  159. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  160. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  161. val minSplitImprovement: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  162. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  163. val mtries: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  164. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  165. val nbins: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  166. val nbinsCats: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  167. val nbinsTopLevel: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    AnyRef

  169. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  170. final def notify(): Unit

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    Definition Classes
    AnyRef

  171. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  172. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  181. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  183. def paramTag: ClassTag[DRFParameters]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  184. var parameters: DRFParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  186. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  187. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  188. 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

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

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    Attributes
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    RestCommunication

  190. 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

  191. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  192. val sampleRatePerClass: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  193. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  194. def save(path: String): Unit

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

  195. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  196. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  197. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    HasCalibrationDataFrame

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2ODRFParams

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

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    Definition Classes
    H2OCommonParams

  265. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRFClassifier.this.type

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  268. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  269. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  270. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  271. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  274. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  279. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  281. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  283. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  285. val uid: String

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    Definition Classes
    H2ODRFClassifier → H2ODRF → Identifiable

  286. 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

  287. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  288. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  291. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODRFParams

  292. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  293. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  294. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  295. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  296. 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 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 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 H2OFrameLifecycle

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