Class/Object

org.apache.spark.ml.h2o.algos

H2OGBM

Related Docs: object H2OGBM | package algos

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class H2OGBM extends H2OAlgorithm[GBMParameters, H2OMOJOModel] with H2OGBMParams

H2O GBM algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OGBMParams, H2OSharedTreeParams[GBMParameters], H2OAlgorithm[GBMParameters, H2OMOJOModel], H2OAlgoParams[GBMParameters], H2OAlgoParamsHelper[GBMParameters], MLWritable, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
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  2. By Inheritance
Inherited
  1. H2OGBM
  2. H2OGBMParams
  3. H2OSharedTreeParams
  4. H2OAlgorithm
  5. H2OAlgoParams
  6. H2OAlgoParamsHelper
  7. MLWritable
  8. Estimator
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBM(parameters: GBMParameters, uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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  2. new H2OGBM(parameters: GBMParameters)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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  3. new H2OGBM(uid: String, hc: H2OContext, sqlContext: SQLContext)

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  4. new H2OGBM()(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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  5. new H2OGBM(parameters: Option[GBMParameters], uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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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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    Definition Classes
    H2OAlgoParams
  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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    Definition Classes
    H2OAlgoParamsHelper
  10. def booleanParam(name: String, doc: String): BooleanParam

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    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 colSampleRate: DoubleParam

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    Definition Classes
    H2OGBMParams
  15. final val colSampleRateChangePerLevel: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  16. final val colSampleRatePerTree: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  17. final val columnsToCategorical: StringArrayParam

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    Definition Classes
    H2OAlgoParams
  18. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Definition Classes
    H2OAlgoParams
  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 defaultFileName: String

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    Definition Classes
    H2OGBMH2OAlgorithm
  23. final val distribution: H2ODistributionParam

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    Definition Classes
    H2OAlgoParams
  24. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  25. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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

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    Definition Classes
    H2OAlgoParamsHelper
  27. def doubleParam(name: String, doc: String): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper
  28. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  31. def explainParams(): String

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

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

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    Definition Classes
    Params
  34. final val featuresCols: StringArrayParam

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    Definition Classes
    H2OAlgoParams
  35. def finalize(): Unit

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

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

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

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

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

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    Definition Classes
    H2OAlgoParamsHelper
  41. def floatParam(name: String, doc: String): FloatParam

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    Definition Classes
    H2OAlgoParamsHelper
  42. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  43. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OAlgoParams
  44. def getBuildTreeOneNode(): Boolean

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

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

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    Definition Classes
    H2OGBMParams
  47. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OSharedTreeParams
  48. def getColSampleRatePerTree(): Double

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

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    Definition Classes
    H2OAlgoParams
  50. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OAlgoParams
  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 getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgoParams
  55. def getH2ODoc(fieldName: String): String

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

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    Definition Classes
    H2OSharedTreeParams
  57. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoParams
  58. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoParams
  59. def getLearnRate(): Double

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    Definition Classes
    H2OGBMParams
  60. def getLearnRateAnnealing(): Double

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    Definition Classes
    H2OGBMParams
  61. def getMaxAbsLeafnodePred(): Double

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    Definition Classes
    H2OGBMParams
  62. def getMaxDepth(): Int

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    Definition Classes
    H2OSharedTreeParams
  63. def getMinRows(): Double

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    Definition Classes
    H2OSharedTreeParams
  64. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OSharedTreeParams
  65. def getNbins(): Int

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    Definition Classes
    H2OSharedTreeParams
  66. def getNbinsCats(): Int

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    Definition Classes
    H2OSharedTreeParams
  67. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OSharedTreeParams
  68. def getNfolds(): Int

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    Definition Classes
    H2OAlgoParams
  69. def getNtrees(): Int

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

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    Definition Classes
    Params
  71. def getParallelizeCrossValidation(): Boolean

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

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    Definition Classes
    Params
  73. def getParams: GBMParameters

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    Definition Classes
    H2OAlgoParamsHelper
  74. def getPredNoiseBandwidth(): Double

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    Definition Classes
    H2OGBMParams
  75. def getPredictionCol(): String

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    Definition Classes
    H2OAlgoParams
  76. def getR2Stopping(): Double

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    Definition Classes
    H2OSharedTreeParams
  77. def getSampleRate(): Double

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

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    Definition Classes
    H2OSharedTreeParams
  79. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OSharedTreeParams
  80. def getSeed(): Long

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    Definition Classes
    H2OAlgoParams
  81. def getTrainRatio(): Double

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    Definition Classes
    H2OAlgoParams
  82. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  84. def hashCode(): Int

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

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

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

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

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    Definition Classes
    H2OAlgoParamsHelper
  89. def intArrayParam(name: String, doc: String): IntArrayParam

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

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    Definition Classes
    H2OAlgoParamsHelper
  91. def intParam(name: String, doc: String): IntParam

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

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

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

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    Definition Classes
    Params
  95. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  96. final val keepCrossValidationFoldAssignment: BooleanParam

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    Definition Classes
    H2OAlgoParams
  97. final val keepCrossValidationPredictions: BooleanParam

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    Definition Classes
    H2OAlgoParams
  98. final val learnRate: DoubleParam

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    Definition Classes
    H2OGBMParams
  99. final val learnRateAnnealing: DoubleParam

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    Definition Classes
    H2OGBMParams
  100. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  107. def logName: String

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

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    Attributes
    protected
    Definition Classes
    Logging
  109. def logTrace(msg: ⇒ String): Unit

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

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

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

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    Definition Classes
    H2OAlgoParamsHelper
  113. def longParam(name: String, doc: String): LongParam

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    Definition Classes
    H2OAlgoParamsHelper
  114. final val maxAbsLeafnodePred: DoubleParam

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    Definition Classes
    H2OGBMParams
  115. final val maxDepth: IntParam

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    Definition Classes
    H2OSharedTreeParams
  116. final val minRows: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  117. final val minSplitImprovement: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  118. final val nbins: IntParam

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    Definition Classes
    H2OSharedTreeParams
  119. final val nbinsCats: IntParam

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    Definition Classes
    H2OSharedTreeParams
  120. final val nbinsTopLevel: IntParam

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

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    Definition Classes
    AnyRef
  122. final val nfolds: IntParam

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    Definition Classes
    H2OAlgoParams
  123. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  125. final val ntrees: IntParam

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

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    Definition Classes
    H2OAlgoParamsHelper
  127. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  128. final val parallelizeCrossValidation: BooleanParam

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    Definition Classes
    H2OAlgoParams
  129. def param[T](name: String, doc: Option[String] = None): Param[T]

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

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    Definition Classes
    H2OAlgoParamsHelper
  131. def paramTag: ClassTag[GBMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGBMParamsH2OAlgoParamsHelper
  132. var parameters: GBMParameters

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

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    Definition Classes
    Params
  134. final val predNoiseBandwidth: DoubleParam

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    Definition Classes
    H2OGBMParams
  135. final val predictionCol: Param[String]

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    Definition Classes
    H2OAlgoParams
  136. final val r2Stopping: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  137. final val ratio: DoubleParam

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    Definition Classes
    H2OAlgoParams
  138. final val sampleRate: DoubleParam

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    Definition Classes
    H2OSharedTreeParams
  139. final val sampleRatePerClass: NullableDoubleArrayParam

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

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

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

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    Definition Classes
    H2OSharedTreeParams
  143. final val seed: LongParam

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    Definition Classes
    H2OAlgoParams
  144. final def set(paramPair: ParamPair[_]): H2OGBM.this.type

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

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

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    Definition Classes
    Params
  147. def setAllStringColumnsToCategorical(transform: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  148. def setBuildTreeOneNode(value: Boolean): H2OGBM.this.type

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

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

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

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

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    Definition Classes
    H2OAlgoParams
  153. def setColumnsToCategorical(first: String, others: String*): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  154. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  155. final def setDefault(paramPairs: ParamPair[_]*): H2OGBM.this.type

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

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

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

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    Definition Classes
    H2OAlgoParams
  159. def setFeaturesCols(cols: Array[String]): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  160. def setFeaturesCols(first: String, others: String*): H2OGBM.this.type

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    Definition Classes
    H2OAlgoParams
  161. def setHistogramType(value: HistogramType): H2OGBM.this.type

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

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

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    Definition Classes
    H2OAlgoParams
  164. def setLearnRate(value: Double): H2OGBM.this.type

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

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

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

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

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

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    Definition Classes
    H2OSharedTreeParams
  170. def setNbins(value: Int): H2OGBM.this.type

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

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

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

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    Definition Classes
    H2OAlgoParams
  174. def setNtrees(value: Int): H2OGBM.this.type

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

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    Definition Classes
    H2OAlgoParams
  176. def setParams(params: GBMParameters): Unit

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    Definition Classes
    H2OAlgoParamsHelper
  177. def setPredNoiseBandwidth(value: Double): H2OGBM.this.type

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

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    Definition Classes
    H2OAlgoParams
  179. def setR2Stopping(value: Double): H2OGBM.this.type

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

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

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

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

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

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    Definition Classes
    H2OAlgoParams
  185. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  186. def stringArrayParam(name: String, doc: String): StringArrayParam

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

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

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    Definition Classes
    H2OAlgoParamsHelper
  189. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  190. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  191. def trainModel(params: GBMParameters): H2OMOJOModel

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    Definition Classes
    H2OGBMH2OAlgorithm
  192. def transformSchema(schema: StructType): StructType

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

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

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    Definition Classes
    H2OGBM → Identifiable
  195. 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
  196. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  199. def write: MLWriter

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    Definition Classes
    H2OAlgorithm → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from H2OGBMParams

Inherited from H2OSharedTreeParams[GBMParameters]

Inherited from H2OAlgorithm[GBMParameters, H2OMOJOModel]

Inherited from H2OAlgoParams[GBMParameters]

Inherited from H2OAlgoParamsHelper[GBMParameters]

Inherited from MLWritable

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