Trait

ai.h2o.sparkling.ml.params

H2OGBMParams

Related Doc: package params

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trait H2OGBMParams extends H2OAlgoSharedTreeParams[GBMParameters] with HasMonotoneConstraints with HasQuantileAlpha

Linear Supertypes
HasQuantileAlpha, HasMonotoneConstraints, H2OAlgoSharedTreeParams[GBMParameters], HasStoppingCriteria[GBMParameters], H2OTreeBasedSupervisedMOJOParams, H2OAlgoSupervisedParams[GBMParameters], H2OAlgoCommonParams[GBMParameters], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[GBMParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGBM
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  2. By Inheritance
Inherited
  1. H2OGBMParams
  2. HasQuantileAlpha
  3. HasMonotoneConstraints
  4. H2OAlgoSharedTreeParams
  5. HasStoppingCriteria
  6. H2OTreeBasedSupervisedMOJOParams
  7. H2OAlgoSupervisedParams
  8. H2OAlgoCommonParams
  9. H2OCommonSupervisedParams
  10. H2OCommonParams
  11. H2OSupervisedMOJOParams
  12. H2OMOJOAlgoSharedParams
  13. Logging
  14. Logging
  15. H2OAlgoParamsHelper
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Type Members

  1. type H2O_SCHEMA = GBMParametersV3

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    Definition Classes
    H2OGBMParams → H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. final val buildTreeOneNode: BooleanParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  9. final def clear(param: Param[_]): H2OGBMParams.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. final val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  12. final val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  13. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  14. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  15. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  18. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  21. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  22. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  24. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. def explainParams(): String

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    Definition Classes
    Params

  27. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  29. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  30. def finalize(): Unit

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

  31. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  33. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  35. def getAllStringColumnsToCategorical(): Boolean

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

  36. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OAlgoSharedTreeParams

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

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    Definition Classes
    AnyRef → Any

  38. def getColSampleRate(): Double

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  39. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  40. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  41. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  42. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  43. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  45. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  46. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  47. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  48. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  49. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  50. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  51. def getGainsliftBins(): Int

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  52. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  53. def getHistogramType(): String

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    Definition Classes
    H2OAlgoSharedTreeParams

  54. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  55. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  56. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  57. def getLearnRate(): Double

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  58. def getLearnRateAnnealing(): Double

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  59. def getMaxAbsLeafnodePred(): Double

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  60. def getMaxDepth(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  61. def getMinRows(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  62. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  63. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    HasMonotoneConstraints

  65. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

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    Attributes
    protected
    Definition Classes
    HasMonotoneConstraints

  66. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  67. def getNbins(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  68. def getNbinsCats(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  69. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  70. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  71. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  72. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  74. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  76. def getPredNoiseBandwidth(): Double

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  77. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  78. def getQuantileAlpha(): Double

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    Definition Classes
    HasQuantileAlpha

  79. def getSampleRate(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams

  80. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2OAlgoSharedTreeParams

  81. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams

  82. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  83. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  84. def getStoppingMetric(): String

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    Definition Classes
    HasStoppingCriteria

  85. def getStoppingRounds(): Int

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    Definition Classes
    HasStoppingCriteria

  86. def getStoppingTolerance(): Double

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    Definition Classes
    HasStoppingCriteria

  87. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  88. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  89. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  90. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  92. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  93. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  94. final val histogramType: Param[String]

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    Definition Classes
    H2OAlgoSharedTreeParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  96. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  97. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  99. def intParam(name: String, doc: Option[String] = None): IntParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  102. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  104. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  105. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  106. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Definition Classes
    Logging

  113. def logName: String

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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  118. def longParam(name: String, doc: Option[String] = None): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  120. final val maxDepth: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  121. final val minRows: org.apache.spark.ml.param.DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  122. final val minSplitImprovement: org.apache.spark.ml.param.DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  123. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  124. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  125. final val nbins: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  126. final val nbinsCats: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  127. final val nbinsTopLevel: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams

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

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    Definition Classes
    AnyRef

  129. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  130. final def notify(): Unit

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    Definition Classes
    AnyRef

  131. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  132. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  133. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

  143. def paramTag: ClassTag[GBMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams → H2OAlgoParamsHelper

  144. var parameters: GBMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  146. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  147. final val sampleRate: org.apache.spark.ml.param.DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  148. final val sampleRatePerClass: NullableDoubleArrayParam

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    Definition Classes
    H2OAlgoSharedTreeParams

  149. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams → H2OAlgoParamsHelper

  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[_]): H2OGBMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  153. final def set(param: String, value: Any): H2OGBMParams.this.type

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    Attributes
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    Definition Classes
    Params

  154. final def set[T](param: Param[T], value: T): H2OGBMParams.this.type

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    Definition Classes
    Params

  155. def setAllStringColumnsToCategorical(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  156. def setBuildTreeOneNode(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  157. def setColSampleRate(value: Double): H2OGBMParams.this.type

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

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    Definition Classes
    H2OAlgoSharedTreeParams

  159. def setColSampleRatePerTree(value: Double): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  160. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  161. def setColumnsToCategorical(columns: Array[String]): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  162. def setColumnsToCategorical(first: String, others: String*): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  163. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  164. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  165. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  166. final def setDefault[T](param: Param[T], value: T): H2OGBMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  167. def setDetailedPredictionCol(columnName: String): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  168. def setDistribution(value: String): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  169. def setFeaturesCol(first: String): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  170. def setFeaturesCols(columnNames: ArrayList[String]): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  171. def setFeaturesCols(columnNames: Array[String]): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  172. def setFeaturesCols(first: String, others: String*): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  173. def setFoldCol(columnName: String): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  174. def setGainsliftBins(value: Int): H2OGBMParams.this.type

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  175. def setHistogramType(value: String): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  176. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  177. def setKeepCrossValidationPredictions(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  178. def setLabelCol(columnName: String): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  179. def setLearnRate(value: Double): H2OGBMParams.this.type

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  180. def setLearnRateAnnealing(value: Double): H2OGBMParams.this.type

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  181. def setMaxAbsLeafnodePred(value: Double): H2OGBMParams.this.type

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  182. def setMaxDepth(value: Int): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  183. def setMinRows(value: Double): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  184. def setMinSplitImprovement(value: Double): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  185. def setModelId(id: String): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  186. def setMonotoneConstraints(value: Map[String, Double]): H2OGBMParams.this.type

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    Definition Classes
    HasMonotoneConstraints

  187. def setNamedMojoOutputColumns(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  188. def setNbins(value: Int): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  189. def setNbinsCats(value: Int): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  190. def setNbinsTopLevel(value: Int): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  191. def setNfolds(value: Int): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  192. def setNtrees(value: Int): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  193. def setOffsetCol(columnName: String): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  194. def setParallelizeCrossValidation(value: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  195. def setPredNoiseBandwidth(value: Double): H2OGBMParams.this.type

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  196. def setPredictionCol(columnName: String): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  197. def setQuantileAlpha(value: Double): H2OGBMParams.this.type

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    Definition Classes
    HasQuantileAlpha

  198. def setSampleRate(value: Double): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  199. def setSampleRatePerClass(value: Array[Double]): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  200. def setScoreTreeInterval(value: Int): H2OGBMParams.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams

  201. def setSeed(value: Long): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  202. def setSplitRatio(ratio: Double): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  203. def setStoppingMetric(value: String): H2OGBMParams.this.type

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    Definition Classes
    HasStoppingCriteria

  204. def setStoppingRounds(value: Int): H2OGBMParams.this.type

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    Definition Classes
    HasStoppingCriteria

  205. def setStoppingTolerance(value: Double): H2OGBMParams.this.type

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    Definition Classes
    HasStoppingCriteria

  206. def setWeightCol(columnName: String): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  207. def setWithContributions(enabled: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  208. def setWithDetailedPredictionCol(enabled: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  209. def setWithLeafNodeAssignments(enabled: Boolean): H2OGBMParams.this.type

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    Definition Classes
    H2OCommonParams

  210. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  211. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  213. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  216. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  217. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  220. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  221. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  222. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  223. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from HasQuantileAlpha

Inherited from HasMonotoneConstraints

Inherited from H2OAlgoSharedTreeParams[GBMParameters]

Inherited from HasStoppingCriteria[GBMParameters]

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OAlgoSupervisedParams[GBMParameters]

Inherited from H2OAlgoCommonParams[GBMParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[GBMParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped