Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OGBMClassifier

Related Docs: object H2OGBMClassifier | package classification

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class H2OGBMClassifier extends H2OGBM with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, H2OGBM, DistributionBasedH2OTrainFramePreparation, H2OGBMParams, HasIgnoredCols, HasCalibrationDataFrame, HasMonotoneConstraints, H2OTreeBasedSupervisedAlgorithm[GBMParameters], H2OSupervisedAlgorithm[GBMParameters], H2OAlgorithm[GBMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGBMClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  4. H2OGBM
  5. DistributionBasedH2OTrainFramePreparation
  6. H2OGBMParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. HasMonotoneConstraints
  10. H2OTreeBasedSupervisedAlgorithm
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. DefaultParamsWritable
  14. MLWritable
  15. H2OTrainFramePreparation
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. H2OCommonParams
  21. H2OAlgoParamsBase
  22. ParameterConstructorMethods
  23. H2OBaseMOJOParams
  24. Logging
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBMClassifier()

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  2. new H2OGBMClassifier(uid: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  7. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  9. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  10. val calibrateModel: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  11. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  12. val checkConstantResponse: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

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    Definition Classes
    RestCommunication

  14. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  15. final def clear(param: Param[_]): H2OGBMClassifier.this.type

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    Definition Classes
    Params

  16. def clone(): AnyRef

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

  17. val colSampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  18. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  19. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  20. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  25. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  26. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  28. def copy(extra: ParamMap): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  30. val customDistributionFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  31. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  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
    H2OGBMParams

  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
    H2OGBMParams

  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[_]): H2OGBMMOJOModel

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    Definition Classes
    H2OGBM → 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
    H2OGBMParams

  56. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  57. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

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    Definition Classes
    Params

  59. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGBMParams

  60. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  61. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OGBMParams

  62. def getCalibrateModel(): Boolean

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    Definition Classes
    H2OGBMParams

  63. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  64. def getCategoricalEncoding(): String

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    Definition Classes
    H2OGBMParams

  65. def getCheckConstantResponse(): Boolean

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    Definition Classes
    H2OGBMParams

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

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    Definition Classes
    AnyRef → Any

  67. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGBMParams

  68. def getColSampleRate(): Double

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    Definition Classes
    H2OGBMParams

  69. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OGBMParams

  70. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OGBMParams

  71. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  72. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  73. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  74. def getCustomDistributionFunc(): String

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    Definition Classes
    H2OGBMParams

  75. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGBMParams

  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
    H2OGBMParams

  79. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGBMParams

  80. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  81. def getFoldAssignment(): String

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    Definition Classes
    H2OGBMParams

  82. def getFoldCol(): String

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    Definition Classes
    H2OGBMParams

  83. def getGainsliftBins(): Int

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    Definition Classes
    H2OGBMParams

  84. def getHistogramType(): String

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    Definition Classes
    H2OGBMParams

  85. def getHuberAlpha(): Double

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    Definition Classes
    H2OGBMParams

  86. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGBMParams

  87. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  88. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGBMParams

  89. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGBMParams

  90. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGBMParams

  91. def getLabelCol(): String

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    Definition Classes
    H2OGBMParams

  92. def getLearnRate(): Double

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    Definition Classes
    H2OGBMParams

  93. def getLearnRateAnnealing(): Double

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    Definition Classes
    H2OGBMParams

  94. def getMaxAbsLeafnodePred(): Double

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    Definition Classes
    H2OGBMParams

  95. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGBMParams

  96. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGBMParams

  97. def getMaxDepth(): Int

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    Definition Classes
    H2OGBMParams

  98. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGBMParams

  99. def getMinRows(): Double

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    Definition Classes
    H2OGBMParams

  100. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OGBMParams

  101. def getModelId(): String

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    Definition Classes
    H2OGBMParams

  102. def getMonotoneConstraints(): Map[String, Double]

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    Definition Classes
    HasMonotoneConstraints

  103. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  104. def getNbins(): Int

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    Definition Classes
    H2OGBMParams

  105. def getNbinsCats(): Int

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    Definition Classes
    H2OGBMParams

  106. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OGBMParams

  107. def getNfolds(): Int

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    Definition Classes
    H2OGBMParams

  108. def getNtrees(): Int

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    Definition Classes
    H2OGBMParams

  109. def getOffsetCol(): String

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    Definition Classes
    H2OGBMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  112. def getPredNoiseBandwidth(): Double

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    Definition Classes
    H2OGBMParams

  113. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  114. def getQuantileAlpha(): Double

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    Definition Classes
    H2OGBMParams

  115. def getSampleRate(): Double

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    Definition Classes
    H2OGBMParams

  116. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2OGBMParams

  117. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGBMParams

  118. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OGBMParams

  119. def getSeed(): Long

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    Definition Classes
    H2OGBMParams

  120. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  121. def getStoppingMetric(): String

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    Definition Classes
    H2OGBMParams

  122. def getStoppingRounds(): Int

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    Definition Classes
    H2OGBMParams

  123. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGBMParams

  124. def getTweediePower(): Double

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    Definition Classes
    H2OGBMParams

  125. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  126. def getWeightCol(): String

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    Definition Classes
    H2OGBMParams

  127. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  128. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  129. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  131. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  132. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  133. val histogramType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  134. val huberAlpha: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  135. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  136. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  137. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  142. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  143. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  145. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  146. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  147. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  148. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  149. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  150. val learnRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  151. val learnRateAnnealing: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  152. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  159. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  165. val maxAbsLeafnodePred: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  166. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  167. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  168. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  169. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  170. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  171. val minSplitImprovement: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  172. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  173. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  174. val nbins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  175. val nbinsCats: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  176. val nbinsTopLevel: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

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    Definition Classes
    AnyRef

  178. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  179. final def notify(): Unit

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    Definition Classes
    AnyRef

  180. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  181. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  189. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  191. def paramTag: ClassTag[GBMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  192. var parameters: GBMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  194. val predNoiseBandwidth: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  195. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  196. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  197. val quantileAlpha: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  198. 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

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  200. 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

  201. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  202. val sampleRatePerClass: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  203. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  204. def save(path: String): Unit

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

  205. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  206. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  207. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  208. final def set(paramPair: ParamPair[_]): H2OGBMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  209. final def set(param: String, value: Any): H2OGBMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  210. final def set[T](param: Param[T], value: T): H2OGBMClassifier.this.type

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    Definition Classes
    Params

  211. def setBalanceClasses(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  212. def setBuildTreeOneNode(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  213. def setCalibrateModel(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  214. def setCalibrationDataFrame(value: DataFrame): H2OGBMClassifier.this.type

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    Definition Classes
    HasCalibrationDataFrame

  215. def setCategoricalEncoding(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  216. def setCheckConstantResponse(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  217. def setClassSamplingFactors(value: Array[Float]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  218. def setColSampleRate(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  219. def setColSampleRateChangePerLevel(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  220. def setColSampleRatePerTree(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  221. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  222. def setColumnsToCategorical(columns: Array[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  223. def setColumnsToCategorical(first: String, others: String*): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  224. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  225. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  226. def setCustomDistributionFunc(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  227. def setCustomMetricFunc(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  228. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  229. final def setDefault[T](param: Param[T], value: T): H2OGBMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  230. def setDetailedPredictionCol(columnName: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  231. def setDistribution(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  232. def setExportCheckpointsDir(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  233. def setFeaturesCol(first: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  234. def setFeaturesCols(columnNames: ArrayList[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  235. def setFeaturesCols(columnNames: Array[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  236. def setFeaturesCols(first: String, others: String*): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  237. def setFoldAssignment(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  238. def setFoldCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  239. def setGainsliftBins(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  240. def setHistogramType(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  241. def setHuberAlpha(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  242. def setIgnoreConstCols(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  243. def setIgnoredCols(value: Array[String]): H2OGBMClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  244. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  245. def setKeepCrossValidationModels(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  246. def setKeepCrossValidationPredictions(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  247. def setLabelCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  248. def setLearnRate(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  249. def setLearnRateAnnealing(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  250. def setMaxAbsLeafnodePred(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  251. def setMaxAfterBalanceSize(value: Float): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  252. def setMaxConfusionMatrixSize(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  253. def setMaxDepth(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  254. def setMaxRuntimeSecs(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  255. def setMinRows(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  256. def setMinSplitImprovement(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  257. def setModelId(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  258. def setMonotoneConstraints(value: Map[String, Double]): H2OGBMClassifier.this.type

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    Definition Classes
    HasMonotoneConstraints

  259. def setNamedMojoOutputColumns(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  260. def setNbins(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  261. def setNbinsCats(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  262. def setNbinsTopLevel(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  263. def setNfolds(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  264. def setNtrees(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  265. def setOffsetCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  266. def setPredNoiseBandwidth(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  267. def setPredictionCol(columnName: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  268. def setQuantileAlpha(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  269. def setSampleRate(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  270. def setSampleRatePerClass(value: Array[Double]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  271. def setScoreEachIteration(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  272. def setScoreTreeInterval(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  273. def setSeed(value: Long): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  274. def setSplitRatio(ratio: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  275. def setStoppingMetric(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  276. def setStoppingRounds(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  277. def setStoppingTolerance(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  278. def setTweediePower(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  279. def setValidationDataFrame(dataFrame: DataFrame): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  280. def setWeightCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams

  281. def setWithContributions(enabled: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  282. def setWithDetailedPredictionCol(enabled: Boolean): H2OGBMClassifier.this.type

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

  283. def setWithLeafNodeAssignments(enabled: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  284. def setWithStageResults(enabled: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  285. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  286. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  287. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  288. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  291. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  296. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  298. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  300. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  302. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  303. val uid: String

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    Definition Classes
    H2OGBMClassifier → H2OGBM → Identifiable

  304. 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

  305. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  306. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  309. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams

  310. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  311. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  312. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  313. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  314. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForClassificationCheck

Inherited from H2OClassifier

Inherited from H2OGBM

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2OGBMParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[GBMParameters]

Inherited from H2OSupervisedAlgorithm[GBMParameters]

Inherited from H2OAlgorithm[GBMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped