Class

py_sparkling.ml.algos

H2OGBM

Related Doc: package algos

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class H2OGBM extends org.apache.spark.ml.h2o.algos.H2OGBM

H2O GBM Wrapper for PySparkling

Linear Supertypes
org.apache.spark.ml.h2o.algos.H2OGBM, H2OGBMParams, H2OSharedTreeParams[GBMParameters], H2OAlgorithm[GBM, GBMModel, GBMParameters], H2OAlgoParams[GBMParameters], DeprecatableParams, H2OAlgoParamsHelper[GBMParameters], DefaultParamsWritable, MLWritable, H2OAlgorithmCommons, H2OCommonParams, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGBM
  2. H2OGBM
  3. H2OGBMParams
  4. H2OSharedTreeParams
  5. H2OAlgorithm
  6. H2OAlgoParams
  7. DeprecatableParams
  8. H2OAlgoParamsHelper
  9. DefaultParamsWritable
  10. MLWritable
  11. H2OAlgorithmCommons
  12. H2OCommonParams
  13. Estimator
  14. PipelineStage
  15. Logging
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBM(uid: String)

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Type Members

  1. type H2O_SCHEMA = GBMParametersV3

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    Definition Classes
    H2OGBMParamsH2OAlgoParamsHelper

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. def H2ODistributionParam(name: String): H2ODistributionParam

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    Definition Classes
    H2OAlgoParams
  6. def H2OHistogramTypeParam(name: String): H2OHistogramTypeParam

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    Definition Classes
    H2OSharedTreeParams
  7. final val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  9. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  10. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  11. final val buildTreeOneNode: BooleanParam

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    Definition Classes
    H2OSharedTreeParams
  12. final def clear(param: Param[_]): H2OGBM.this.type

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    Definition Classes
    Params
  13. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  14. final val colSampleRateChangePerLevel: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  15. final val colSampleRatePerTree: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  16. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  17. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  18. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  19. def copy(extra: ParamMap): H2OGBM.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  20. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  21. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  22. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  23. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  24. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  25. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  26. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  27. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  28. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  29. def explainParams(): String

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    Definition Classes
    Params
  30. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  31. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  32. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  33. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  34. def fit(dataset: Dataset[_]): H2OMOJOModel

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    Definition Classes
    H2OAlgorithm → Estimator
  35. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  36. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  37. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  38. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  39. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  40. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  41. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  42. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
  43. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OSharedTreeParams
  44. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  45. def getColSampleRate(): Double

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    Definition Classes
    H2OGBMParams
  46. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OSharedTreeParams
  47. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OSharedTreeParams
  48. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  49. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OCommonParams
  50. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OCommonParams
  51. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  52. def getDistribution(): DistributionFamily

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    Definition Classes
    H2OAlgoParams
  53. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  54. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  55. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams
  56. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams
  57. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  58. def getHistogramType(): HistogramType

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    Definition Classes
    H2OSharedTreeParams
  59. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoParams
  60. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoParams
  61. def getLabelCol(): String

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    Definition Classes
    H2OCommonParams
  62. def getLearnRate(): Double

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    Definition Classes
    H2OGBMParams
  63. def getLearnRateAnnealing(): Double

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    Definition Classes
    H2OGBMParams
  64. def getMaxAbsLeafnodePred(): Double

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    Definition Classes
    H2OGBMParams
  65. def getMaxDepth(): Int

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    Definition Classes
    H2OSharedTreeParams
  66. def getMinRows(): Double

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    Definition Classes
    H2OSharedTreeParams
  67. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OSharedTreeParams
  68. def getModelId(): String

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    Definition Classes
    H2OAlgoParams
  69. def getNbins(): Int

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    Definition Classes
    H2OSharedTreeParams
  70. def getNbinsCats(): Int

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    Definition Classes
    H2OSharedTreeParams
  71. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OSharedTreeParams
  72. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  73. def getNtrees(): Int

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    Definition Classes
    H2OSharedTreeParams
  74. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  75. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoParams
  76. def getParam(paramName: String): Param[Any]

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    Definition Classes
    DeprecatableParams → Params
  77. def getPredNoiseBandwidth(): Double

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    Definition Classes
    H2OGBMParams
  78. def getPredictionCol(): String

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "getLabelCol" )
  79. def getR2Stopping(): Double

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    Definition Classes
    H2OSharedTreeParams
  80. def getSampleRate(): Double

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    Definition Classes
    H2OSharedTreeParams
  81. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2OSharedTreeParams
  82. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OSharedTreeParams
  83. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  84. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  85. def getTrainRatio(): Double

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "getSplitRatio" )
  86. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  87. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  88. def hasParam(paramName: String): Boolean

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    Definition Classes
    DeprecatableParams → Params
  89. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  90. final val histogramType: H2OHistogramTypeParam

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    Definition Classes
    H2OSharedTreeParams
  91. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  92. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  93. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  94. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  95. def intParam(name: String, doc: Option[String] = None): IntParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  96. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  97. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  98. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  99. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  100. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  101. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  102. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  103. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  104. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  105. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  106. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  107. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  108. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  109. def logName: String

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    Attributes
    protected
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    Logging
  110. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  111. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  112. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  113. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  114. def longParam(name: String, doc: Option[String] = None): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  115. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  116. final val maxDepth: IntParam

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    Definition Classes
    H2OSharedTreeParams
  117. final val minRows: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  118. final val minSplitImprovement: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  119. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParams
  120. final val nbins: IntParam

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    Definition Classes
    H2OSharedTreeParams
  121. final val nbinsCats: IntParam

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    Definition Classes
    H2OSharedTreeParams
  122. final val nbinsTopLevel: IntParam

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    Definition Classes
    H2OSharedTreeParams
  123. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  124. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  125. final def notify(): Unit

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    Definition Classes
    AnyRef
  126. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  127. final val ntrees: IntParam

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    Definition Classes
    H2OSharedTreeParams
  128. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  129. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    Attributes
    protected
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    H2OAlgoParamsHelper
  130. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    Attributes
    protected
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    H2OAlgoParamsHelper
  131. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  132. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    Attributes
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    H2OAlgoParamsHelper
  133. def nullableStringParam(name: String, doc: String): NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  134. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  135. def param[T](name: String, doc: String): Param[T]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  136. def paramTag: ClassTag[GBMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGBMParamsH2OAlgoParamsHelper
  137. var parameters: GBMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  138. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  139. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame])

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmCommons
  140. final val r2Stopping: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  141. def renamingMap: Map[String, String]

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    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

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    H2OAlgoParamsDeprecatableParams
  142. final val sampleRate: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  143. final val sampleRatePerClass: NullableDoubleArrayParam

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    Definition Classes
    H2OSharedTreeParams
  144. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  145. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OGBMParamsH2OAlgoParamsHelper
  146. final val scoreTreeInterval: IntParam

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    Definition Classes
    H2OSharedTreeParams
  147. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  148. final def set(paramPair: ParamPair[_]): H2OGBM.this.type

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    Attributes
    protected
    Definition Classes
    Params
  149. final def set(param: String, value: Any): H2OGBM.this.type

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    Attributes
    protected
    Definition Classes
    Params
  150. final def set[T](param: Param[T], value: T): H2OGBM.this.type

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    Definition Classes
    Params
  151. def setAllStringColumnsToCategorical(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  152. def setBuildTreeOneNode(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  153. def setColSampleRate(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OGBMParams
  154. def setColSampleRateChangePerLevel(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  155. def setColSampleRatePerTree(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  156. def setColumnsToCategorical(columns: Array[String]): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  157. def setColumnsToCategorical(first: String, others: String*): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  158. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  159. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  160. final def setDefault(paramPairs: ParamPair[_]*): H2OGBM.this.type

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    Attributes
    protected
    Definition Classes
    Params
  161. final def setDefault[T](param: Param[T], value: T): H2OGBM.this.type

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    Attributes
    protected
    Definition Classes
    Params
  162. def setDistribution(value: DistributionFamily): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  163. def setFeaturesCol(first: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  164. def setFeaturesCols(columnNames: Array[String]): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  165. def setFeaturesCols(first: String, others: String*): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  166. def setFoldCol(columnName: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  167. def setHistogramType(value: HistogramType): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  168. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  169. def setKeepCrossValidationPredictions(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  170. def setLabelCol(columnName: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  171. def setLearnRate(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OGBMParams
  172. def setLearnRateAnnealing(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OGBMParams
  173. def setMaxAbsLeafnodePred(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OGBMParams
  174. def setMaxDepth(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  175. def setMinRows(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  176. def setMinSplitImprovement(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  177. def setModelId(id: String): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  178. def setNbins(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  179. def setNbinsCats(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  180. def setNbinsTopLevel(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  181. def setNfolds(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  182. def setNtrees(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  183. def setParallelizeCrossValidation(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  184. def setPredNoiseBandwidth(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OGBMParams
  185. def setPredictionCol(value: String): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "setLabelCol" )
  186. def setR2Stopping(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  187. def setSampleRate(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  188. def setSampleRatePerClass(value: Array[Double]): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  189. def setScoreTreeInterval(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OSharedTreeParams
  190. def setSeed(value: Long): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  191. def setSplitRatio(ratio: Double): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  192. def setTrainRatio(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "setSplitRatio" )
  193. def setWeightCol(columnName: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  194. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  195. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  196. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  197. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  198. def stringParam(name: String, doc: String): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  199. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  200. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  201. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  202. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  203. val uid: String

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    Definition Classes
    H2OGBMH2OGBM → Identifiable
  204. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Definition Classes
    H2OGBMParamsH2OSharedTreeParamsH2OAlgoParams
  205. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  206. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  207. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  208. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  209. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OGBMParams

Inherited from H2OSharedTreeParams[GBMParameters]

Inherited from H2OAlgorithm[GBM, GBMModel, GBMParameters]

Inherited from H2OAlgoParams[GBMParameters]

Inherited from DeprecatableParams

Inherited from H2OAlgoParamsHelper[GBMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgorithmCommons

Inherited from H2OCommonParams

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

getParam

setParam

Ungrouped