Class/Object

ai.h2o.sparkling.ml.models

H2OTreeBasedUnsupervisedMOJOModel

Related Docs: object H2OTreeBasedUnsupervisedMOJOModel | package models

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class H2OTreeBasedUnsupervisedMOJOModel extends H2OUnsupervisedMOJOModel with H2OTreeBasedMOJOParams

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Inherited
  1. H2OTreeBasedUnsupervisedMOJOModel
  2. H2OTreeBasedMOJOParams
  3. H2OUnsupervisedMOJOModel
  4. H2OMOJOModel
  5. SpecificMOJOParameters
  6. H2OMOJOPrediction
  7. H2OMOJOPredictionOrdinal
  8. H2OMOJOPredictionCoxPH
  9. H2OMOJOPredictionBinomial
  10. H2OMOJOPredictionClustering
  11. H2OMOJOPredictionDimReduction
  12. H2OMOJOPredictionMultinomial
  13. PredictionWithStageProbabilities
  14. H2OMOJOPredictionAutoEncoder
  15. H2OMOJOPredictionAnomaly
  16. H2OMOJOPredictionWordEmbedding
  17. H2OMOJOPredictionRegression
  18. PredictionWithContributions
  19. H2OMOJOModelBase
  20. H2OMOJOFlattenedInput
  21. H2OMOJOWritable
  22. MLWritable
  23. HasMojo
  24. H2OBaseMOJOParams
  25. Logging
  26. Model
  27. Transformer
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. Any
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Instance Constructors

  1. new H2OTreeBasedUnsupervisedMOJOModel(uid: String)

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Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  6. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelH2OMOJOFlattenedInput
  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. final def clear(param: Param[_]): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    Params
  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  12. def copy(extra: ParamMap): H2OMOJOModel

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    Definition Classes
    H2OMOJOModel → Model → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  14. final val crossValidationMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  15. final def defaultCopy[T <: Params](extra: ParamMap): T

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

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  17. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  20. def explainParams(): String

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    Definition Classes
    Params
  21. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  22. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  23. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  24. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  25. def extractCoxPHPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionCoxPH
  26. def extractDimReductionSimplePredictionColContent(): Column

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  27. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  28. def extractOrdinalPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionOrdinal
  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. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  32. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  33. def extractWordEmbeddingPredictionColContent(): Column

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  34. final val featureTypes: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBase
  35. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  36. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  37. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  38. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  39. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  40. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  41. def getAutoEncoderPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  42. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  43. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  44. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  45. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  46. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  47. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  48. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  49. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  50. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  51. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithContributions
  52. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  53. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  54. def getCoxPHPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionCoxPH
  55. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  56. def getCoxPHPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionCoxPH
  57. def getCrossValidationMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  58. def getCurrentMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  59. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  60. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams
  61. def getDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  62. def getDimReductionPredictionColSchema(): Seq[StructField]

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  63. def getDimReductionPredictionSchema(): StructType

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  64. def getDimReductionPredictionUDF(): UserDefinedFunction

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  65. def getDomainValues(): Map[String, Array[String]]

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    Definition Classes
    H2OMOJOModel
  66. def getFeatureTypes(): Map[String, String]

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    Definition Classes
    H2OMOJOModelBase
  67. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OBaseMOJOParams
  68. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  69. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  70. def getMojo(): File

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    Attributes
    protected
    Definition Classes
    HasMojo
  71. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  72. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  73. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  74. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  75. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedMOJOParams
  76. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  77. def getOrdinalPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionOrdinal
  78. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  79. def getOrdinalPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionOrdinal
  80. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  81. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams
  82. def getPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  83. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  84. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  85. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  86. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  87. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression
  88. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  89. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  90. def getTrainingMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  91. def getTrainingParams(): Map[String, String]

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    Definition Classes
    H2OMOJOModel
  92. def getValidationMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  93. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  94. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  95. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  96. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  97. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

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  98. def getWordEmbeddingPredictionSchema(): StructType

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  99. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    Params
  102. def hasParent: Boolean

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    Definition Classes
    Model
  103. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  104. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  105. def inputColumnNames: Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBaseH2OMOJOFlattenedInput
  106. final def isDefined(param: Param[_]): Boolean

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    Params
  107. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params
  109. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  110. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  117. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  122. final val modelCategory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  123. final val modelDetails: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  124. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  125. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  126. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  128. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedMOJOParams
  129. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  130. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  131. var parent: Estimator[H2OMOJOModel]

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    Definition Classes
    Model
  132. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  133. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  134. final def set(paramPair: ParamPair[_]): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Params
  135. final def set(param: String, value: Any): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Attributes
    protected
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    Params
  136. final def set[T](param: Param[T], value: T): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    Params
  137. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Attributes
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    Params
  138. final def setDefault[T](param: Param[T], value: T): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  139. def setMojo(mojo: File): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo
  140. def setMojo(mojo: InputStream, mojoName: String): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo
  141. def setMojo(mojo: InputStream): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo
  142. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

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    Definition Classes
    Model
  143. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  144. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  145. final val trainingMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  146. final val trainingParams: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  147. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OMOJOModel → Transformer
  148. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  149. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  150. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OMOJOModelBase → PipelineStage
    Annotations
    @DeveloperApi()
  151. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Definition Classes
    H2OTreeBasedUnsupervisedMOJOModelH2OUnsupervisedMOJOModelH2OMOJOModel → Identifiable
  153. final val validationMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  154. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  157. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  158. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  159. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  160. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  161. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from H2OTreeBasedMOJOParams

Inherited from H2OUnsupervisedMOJOModel

Inherited from H2OMOJOModel

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionCoxPH

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModelBase[H2OMOJOModel]

Inherited from H2OMOJOFlattenedInput

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Model[H2OMOJOModel]

Inherited from Transformer

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