Class/Object

ai.h2o.sparkling.ml.algos

H2ODRF

Related Docs: object H2ODRF | package algos

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class H2ODRF extends H2OTreeBasedSupervisedAlgorithm[DRF, DRFModel, DRFParameters] with H2ODRFParams

H2O DRF algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2ODRFParams, H2OAlgoSharedTreeParams[DRFParameters], H2OTreeBasedSupervisedAlgorithm[DRF, DRFModel, DRFParameters], H2OTreeBasedSupervisedMOJOParams, H2OSupervisedAlgorithm[DRF, DRFModel, DRFParameters], H2OAlgoSupervisedParams[DRFParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[DRF, DRFModel, DRFParameters], H2OAlgoCommonParams[DRFParameters], H2OAlgoParamsHelper[DRFParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODRF
  2. H2ODRFParams
  3. H2OAlgoSharedTreeParams
  4. H2OTreeBasedSupervisedAlgorithm
  5. H2OTreeBasedSupervisedMOJOParams
  6. H2OSupervisedAlgorithm
  7. H2OAlgoSupervisedParams
  8. H2OCommonSupervisedParams
  9. H2OSupervisedMOJOParams
  10. H2OAlgorithm
  11. H2OAlgoCommonParams
  12. H2OAlgoParamsHelper
  13. DefaultParamsWritable
  14. MLWritable
  15. H2OAlgoCommonUtils
  16. H2OCommonParams
  17. H2OMOJOAlgoSharedParams
  18. Logging
  19. Estimator
  20. PipelineStage
  21. Logging
  22. Params
  23. Serializable
  24. Serializable
  25. Identifiable
  26. AnyRef
  27. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODRF()

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  2. new H2ODRF(uid: String)

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Type Members

  1. type H2O_SCHEMA = DRFParametersV3

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    Definition Classes
    H2ODRFParamsH2OAlgoParamsHelper

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[_]): H2ODRF.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): H2ODRF.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[_]): H2OTreeBasedSupervisedMOJOModel

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  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 getBinomialDoubleTrees(): Boolean

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    Definition Classes
    H2ODRFParams
  43. def getBuildTreeOneNode(): Boolean

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

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    Definition Classes
    AnyRef → Any
  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 getMaxDepth(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  63. def getMinRows(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  64. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  65. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams
  66. def getMtries(): Double

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    Definition Classes
    H2ODRFParams
  67. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  68. def getNbins(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  69. def getNbinsCats(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  70. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OAlgoSharedTreeParams
  71. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  72. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  73. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  74. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  75. def getParallelizeCrossValidation(): Boolean

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

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    Definition Classes
    Params
  77. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  78. def getR2Stopping(): Double

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    Definition Classes
    H2OAlgoSharedTreeParams
  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 getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  85. def getWithDetailedPredictionCol(): Boolean

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

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

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    Definition Classes
    Params
  88. def hashCode(): Int

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  90. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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

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

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

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

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

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

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    Definition Classes
    Params
  98. def isTraceEnabled(): Boolean

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

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  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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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  113. def longParam(name: String, doc: String): LongParam

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  115. final val minRows: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  116. final val minSplitImprovement: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  117. final val modelId: NullableStringParam

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  120. final val nbinsCats: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  121. final val nbinsTopLevel: IntParam

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

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    Definition Classes
    AnyRef
  123. final val nfolds: IntParam

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

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

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    Definition Classes
    AnyRef
  126. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  127. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  128. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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

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

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

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

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

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

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

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

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    Attributes
    protected
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    H2OAlgoParamsHelper
  137. def paramTag: ClassTag[DRFParameters]

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    Attributes
    protected
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    H2ODRFParamsH2OAlgoParamsHelper
  138. var parameters: DRFParameters

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

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

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

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

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    Attributes
    protected
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    H2OAlgoCommonUtils
  143. final val r2Stopping: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  144. final val sampleRate: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  145. final val sampleRatePerClass: NullableDoubleArrayParam

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

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

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    Attributes
    protected
    Definition Classes
    H2ODRFParamsH2OAlgoParamsHelper
  148. final val scoreTreeInterval: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  149. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  150. final def set(paramPair: ParamPair[_]): H2ODRF.this.type

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    Attributes
    protected
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    Params
  151. final def set(param: String, value: Any): H2ODRF.this.type

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    Attributes
    protected
    Definition Classes
    Params
  152. final def set[T](param: Param[T], value: T): H2ODRF.this.type

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    Definition Classes
    Params
  153. def setAllStringColumnsToCategorical(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  154. def setBinomialDoubleTrees(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2ODRFParams
  155. def setBuildTreeOneNode(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  156. def setColSampleRateChangePerLevel(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  157. def setColSampleRatePerTree(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  158. def setColumnsToCategorical(columns: Array[String]): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  159. def setColumnsToCategorical(first: String, others: String*): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  160. def setConvertInvalidNumbersToNa(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  161. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  162. final def setDefault(paramPairs: ParamPair[_]*): H2ODRF.this.type

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    Attributes
    protected
    Definition Classes
    Params
  163. final def setDefault[T](param: Param[T], value: T): H2ODRF.this.type

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    Attributes
    protected
    Definition Classes
    Params
  164. def setDetailedPredictionCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  165. def setDistribution(value: String): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams
  166. def setFeaturesCol(first: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  167. def setFeaturesCols(columnNames: Array[String]): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  168. def setFeaturesCols(first: String, others: String*): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  169. def setFoldCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  170. def setHistogramType(value: String): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  171. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams
  172. def setKeepCrossValidationPredictions(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams
  173. def setLabelCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  174. def setMaxDepth(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  175. def setMinRows(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  176. def setMinSplitImprovement(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  177. def setModelId(id: String): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams
  178. def setMtries(value: Int): H2ODRF.this.type

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    Definition Classes
    H2ODRFParams
  179. def setNamedMojoOutputColumns(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  180. def setNbins(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  181. def setNbinsCats(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  182. def setNbinsTopLevel(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  183. def setNfolds(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  184. def setNtrees(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  185. def setOffsetCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  186. def setParallelizeCrossValidation(value: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OAlgoCommonParams
  187. def setPredictionCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  188. def setR2Stopping(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  189. def setSampleRate(value: Double): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  190. def setSampleRatePerClass(value: Array[Double]): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  191. def setScoreTreeInterval(value: Int): H2ODRF.this.type

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    Definition Classes
    H2OAlgoSharedTreeParams
  192. def setSeed(value: Long): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  193. def setSplitRatio(ratio: Double): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  194. def setWeightCol(columnName: String): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  195. def setWithDetailedPredictionCol(enabled: Boolean): H2ODRF.this.type

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    Definition Classes
    H2OCommonParams
  196. final val splitRatio: DoubleParam

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

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

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

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

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

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    Definition Classes
    AnyRef
  202. def toString(): String

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

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

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

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    Definition Classes
    H2ODRF → Identifiable
  206. 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
    H2ODRFParamsH2OAlgoSharedTreeParamsH2OAlgoSupervisedParamsH2OAlgoCommonParams
  207. final def wait(): Unit

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  212. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2ODRFParams

Inherited from H2OAlgoSharedTreeParams[DRFParameters]

Inherited from H2OTreeBasedSupervisedAlgorithm[DRF, DRFModel, DRFParameters]

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OSupervisedAlgorithm[DRF, DRFModel, DRFParameters]

Inherited from H2OAlgoSupervisedParams[DRFParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[DRF, DRFModel, DRFParameters]

Inherited from H2OAlgoCommonParams[DRFParameters]

Inherited from H2OAlgoParamsHelper[DRFParameters]

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