Class/Object

org.apache.spark.ml.h2o.algos

H2OGBM

Related Docs: object H2OGBM | package algos

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class H2OGBM extends ai.h2o.sparkling.ml.algos.H2OGBM

Annotations
@Deprecated
Linear Supertypes
ai.h2o.sparkling.ml.algos.H2OGBM, H2OGBMParams, H2OAlgoSharedTreeParams[GBMParameters], H2OSupervisedAlgorithm[GBM, GBMModel, GBMParameters], H2OAlgoSupervisedParams[GBMParameters], H2OCommonSupervisedParams, H2OAlgorithm[GBM, GBMModel, GBMParameters], H2OAlgoCommonParams[GBMParameters], H2OAlgoParamsHelper[GBMParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGBM
  2. H2OGBM
  3. H2OGBMParams
  4. H2OAlgoSharedTreeParams
  5. H2OSupervisedAlgorithm
  6. H2OAlgoSupervisedParams
  7. H2OCommonSupervisedParams
  8. H2OAlgorithm
  9. H2OAlgoCommonParams
  10. H2OAlgoParamsHelper
  11. DefaultParamsWritable
  12. MLWritable
  13. H2OAlgoCommonUtils
  14. H2OCommonParams
  15. H2OMOJOAlgoSharedParams
  16. Logging
  17. Estimator
  18. PipelineStage
  19. Logging
  20. Params
  21. Serializable
  22. Serializable
  23. Identifiable
  24. AnyRef
  25. 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. final val allStringColumnsToCategorical: BooleanParam

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

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

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  10. final def clear(param: Param[_]): H2OGBM.this.type

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    Definition Classes
    Params
  11. def clone(): AnyRef

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  13. final val colSampleRatePerTree: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  14. final val columnsToCategorical: StringArrayParam

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  17. def copy(extra: ParamMap): H2OGBM.this.type

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

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

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    Attributes
    protected
    Definition Classes
    Params
  20. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  21. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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

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

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

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

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

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

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    Definition Classes
    Params
  28. def explainParams(): String

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

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

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    Definition Classes
    Params
  31. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  32. def finalize(): Unit

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

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

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

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

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

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

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

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

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    Definition Classes
    Params
  41. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
  42. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OAlgoSharedTreeParams
  43. final def getClass(): Class[_]

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

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    Definition Classes
    H2OGBMParams
  45. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  46. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  47. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  48. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  49. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  50. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  51. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  52. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams
  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
    H2OCommonSupervisedParamsH2OCommonParams
  55. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  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(): String

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    Definition Classes
    H2OAlgoSharedTreeParams
  59. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  60. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  61. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams
  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
    H2OAlgoSharedTreeParams
  66. def getMinRows(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  67. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  68. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams
  69. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  70. def getNbins(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  71. def getNbinsCats(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  72. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  73. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  74. def getNtrees(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  75. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  76. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  77. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  78. def getPredNoiseBandwidth(): Double

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    Definition Classes
    H2OGBMParams
  79. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  80. def getR2Stopping(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  81. def getSampleRate(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  82. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2OAlgoSharedTreeParams
  83. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  84. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  85. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  86. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  87. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  88. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  90. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  91. final val histogramType: Param[String]

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    Definition Classes
    H2OAlgoSharedTreeParams
  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
    H2OCommonSupervisedParams
  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
    Definition Classes
    Logging
  106. def logError(msg: ⇒ String): Unit

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

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    Attributes
    protected
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    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
    Definition Classes
    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
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    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
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    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
    H2OAlgoSharedTreeParams
  117. final val minRows: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  118. final val minSplitImprovement: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  119. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  120. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  121. final val nbins: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  122. final val nbinsCats: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  123. final val nbinsTopLevel: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  124. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  125. final val nfolds: IntParam

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

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

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    Definition Classes
    AnyRef
  128. final val ntrees: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  129. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
    protected
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    H2OAlgoParamsHelper
  130. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  131. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  132. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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

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

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

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

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    Attributes
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    H2OAlgoParamsHelper
  137. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
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    H2OAlgoParamsHelper
  138. def param[T](name: String, doc: String): Param[T]

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    Attributes
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    H2OAlgoParamsHelper
  139. def paramTag: ClassTag[GBMParameters]

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    Attributes
    protected
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    H2OGBMParamsH2OAlgoParamsHelper
  140. var parameters: GBMParameters

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    Attributes
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    H2OAlgoParamsHelper
  141. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  142. def preProcessBeforeFit(trainFrame: Frame): Unit

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    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithmH2OAlgorithm
  143. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  144. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame], Array[String])

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    Attributes
    protected
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    H2OAlgoCommonUtils
  145. final val r2Stopping: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  146. final val sampleRate: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  147. final val sampleRatePerClass: NullableDoubleArrayParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  148. def save(path: String): Unit

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  151. final val seed: LongParam

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

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    Attributes
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    Params
  153. final def set(param: String, value: Any): H2OGBM.this.type

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

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  157. def setColSampleRate(value: Double): H2OGBM.this.type

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  159. def setColSampleRatePerTree(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  160. def setColumnsToCategorical(columns: Array[String]): H2OGBM.this.type

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  166. def setDetailedPredictionCol(columnName: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  167. def setDistribution(value: String): H2OGBM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  168. def setDistribution(value: DistributionFamily): H2OGBM.this.type

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    Definition Classes
    H2OAlgoCommonParams
    Annotations
    @DeprecatedMethod( "setDistribution(value: String)" )
  169. def setFeaturesCol(first: String): H2OGBM.this.type

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

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

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

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    Definition Classes
    H2OCommonParams
  173. def setHistogramType(value: String): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  174. def setHistogramType(value: HistogramType): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
    Annotations
    @DeprecatedMethod( "setHistogramType(value: String)" )
  175. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  176. def setKeepCrossValidationPredictions(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  177. def setLabelCol(columnName: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  178. def setLearnRate(value: Double): H2OGBM.this.type

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

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  182. def setMinRows(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  183. def setMinSplitImprovement(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  184. def setModelId(id: String): H2OGBM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  185. def setNamedMojoOutputColumns(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  186. def setNbins(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  187. def setNbinsCats(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  188. def setNbinsTopLevel(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  189. def setNfolds(value: Int): H2OGBM.this.type

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  191. def setParallelizeCrossValidation(value: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  192. def setPredNoiseBandwidth(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OGBMParams
  193. def setPredictionCol(columnName: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  194. def setR2Stopping(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  195. def setSampleRate(value: Double): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  196. def setSampleRatePerClass(value: Array[Double]): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  197. def setScoreTreeInterval(value: Int): H2OGBM.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  198. def setSeed(value: Long): H2OGBM.this.type

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

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    Definition Classes
    H2OCommonParams
  200. def setWeightCol(columnName: String): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  201. def setWithDetailedPredictionCol(enabled: Boolean): H2OGBM.this.type

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    Definition Classes
    H2OCommonParams
  202. final val splitRatio: DoubleParam

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

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

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

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

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

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    Definition Classes
    AnyRef
  208. def toString(): String

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

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    Definition Classes
    H2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  210. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Definition Classes
    H2OGBMH2OGBM → Identifiable
  212. 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
    H2OGBMParamsH2OAlgoSharedTreeParamsH2OAlgoSupervisedParamsH2OAlgoCommonParams
  213. final def wait(): Unit

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  217. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  218. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OGBMParams

Inherited from H2OAlgoSharedTreeParams[GBMParameters]

Inherited from H2OSupervisedAlgorithm[GBM, GBMModel, GBMParameters]

Inherited from H2OAlgoSupervisedParams[GBMParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OAlgorithm[GBM, GBMModel, GBMParameters]

Inherited from H2OAlgoCommonParams[GBMParameters]

Inherited from H2OAlgoParamsHelper[GBMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

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