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], HasStoppingCriteria[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. HasStoppingCriteria
  5. H2OTreeBasedSupervisedAlgorithm
  6. H2OTreeBasedSupervisedMOJOParams
  7. H2OSupervisedAlgorithm
  8. H2OAlgoSupervisedParams
  9. H2OCommonSupervisedParams
  10. H2OSupervisedMOJOParams
  11. H2OAlgorithm
  12. H2OAlgoCommonParams
  13. H2OAlgoParamsHelper
  14. DefaultParamsWritable
  15. MLWritable
  16. H2OAlgoCommonUtils
  17. H2OCommonParams
  18. H2OMOJOAlgoSharedParams
  19. Logging
  20. Estimator
  21. PipelineStage
  22. Logging
  23. Params
  24. Serializable
  25. Serializable
  26. Identifiable
  27. AnyRef
  28. 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
    Annotations
    @DeprecatedMethod( ... )
  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 getWithDetailedPredictionCol(): Boolean

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

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

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    Definition Classes
    Params
  91. def hashCode(): Int

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  93. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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

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

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

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

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

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

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

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    Definition Classes
    Params
  102. def isTraceEnabled(): Boolean

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

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  104. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  111. def logName: String

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

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

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

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

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

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  119. final val minRows: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  120. final val minSplitImprovement: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  121. final val modelId: NullableStringParam

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  124. final val nbinsCats: IntParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  125. final val nbinsTopLevel: IntParam

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

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    Definition Classes
    AnyRef
  127. final val nfolds: IntParam

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

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

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    Definition Classes
    AnyRef
  130. final val ntrees: IntParam

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

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

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
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    H2ODRFParamsH2OAlgoParamsHelper
  142. var parameters: DRFParameters

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  147. final val r2Stopping: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  148. final val sampleRate: DoubleParam

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    Definition Classes
    H2OAlgoSharedTreeParams
  149. final val sampleRatePerClass: NullableDoubleArrayParam

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

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
  153. final val seed: LongParam

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    H2OAlgoSharedTreeParams
    Annotations
    @DeprecatedMethod( ... )
  193. def setSampleRate(value: Double): H2ODRF.this.type

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

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

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

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

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    Definition Classes
    H2OCommonParams
  198. def setStoppingMetric(value: String): H2ODRF.this.type

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    Definition Classes
    HasStoppingCriteria
  199. def setStoppingRounds(value: Int): H2ODRF.this.type

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    Definition Classes
    HasStoppingCriteria
  200. def setStoppingTolerance(value: Double): H2ODRF.this.type

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    Definition Classes
    HasStoppingCriteria
  201. def setWeightCol(columnName: String): H2ODRF.this.type

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

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    Definition Classes
    H2OCommonParams
  203. final val splitRatio: DoubleParam

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

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

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

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

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

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    Definition Classes
    AnyRef
  209. def toString(): String

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

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

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

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    Definition Classes
    H2ODRF → Identifiable
  213. 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
  214. final def wait(): Unit

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  219. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2ODRFParams

Inherited from H2OAlgoSharedTreeParams[DRFParameters]

Inherited from HasStoppingCriteria[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