Class/Object

ai.h2o.sparkling.ml.models

H2OTreeBasedUnsupervisedMOJOModel

Related Docs: object H2OTreeBasedUnsupervisedMOJOModel | package models

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class H2OTreeBasedUnsupervisedMOJOModel extends H2OUnsupervisedMOJOModel with H2OTreeBasedMOJOParams

Linear Supertypes
H2OTreeBasedMOJOParams, H2OUnsupervisedMOJOModel, H2OMOJOModel, SpecificMOJOParameters, H2OMOJOPrediction, H2OMOJOPredictionOrdinal, H2OMOJOPredictionBinomial, H2OMOJOPredictionClustering, H2OMOJOPredictionDimReduction, H2OMOJOPredictionMultinomial, PredictionWithStageProbabilities, H2OMOJOPredictionAutoEncoder, H2OMOJOPredictionAnomaly, H2OMOJOPredictionWordEmbedding, H2OMOJOPredictionRegression, PredictionWithContributions, H2OMOJOModelBase[H2OMOJOModel], H2OMOJOFlattenedInput, H2OMOJOWritable, MLWritable, HasMojo, H2OBaseMOJOParams, Logging, Model[H2OMOJOModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OIsolationForestMOJOModel
Ordering
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  2. By Inheritance
Inherited
  1. H2OTreeBasedUnsupervisedMOJOModel
  2. H2OTreeBasedMOJOParams
  3. H2OUnsupervisedMOJOModel
  4. H2OMOJOModel
  5. SpecificMOJOParameters
  6. H2OMOJOPrediction
  7. H2OMOJOPredictionOrdinal
  8. H2OMOJOPredictionBinomial
  9. H2OMOJOPredictionClustering
  10. H2OMOJOPredictionDimReduction
  11. H2OMOJOPredictionMultinomial
  12. PredictionWithStageProbabilities
  13. H2OMOJOPredictionAutoEncoder
  14. H2OMOJOPredictionAnomaly
  15. H2OMOJOPredictionWordEmbedding
  16. H2OMOJOPredictionRegression
  17. PredictionWithContributions
  18. H2OMOJOModelBase
  19. H2OMOJOFlattenedInput
  20. H2OMOJOWritable
  21. MLWritable
  22. HasMojo
  23. H2OBaseMOJOParams
  24. Logging
  25. Model
  26. Transformer
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. 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
    H2OMOJOModel → H2OMOJOFlattenedInput

  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 extractDimReductionSimplePredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionDimReduction

  26. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial

  27. def extractOrdinalPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionOrdinal

  28. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  30. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction

  31. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression

  32. def extractWordEmbeddingPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionWordEmbedding

  33. final val featureTypes: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBase

  34. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  35. def finalize(): Unit

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

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

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    Definition Classes
    Params

  37. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly

  38. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly

  39. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly

  40. def getAutoEncoderPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder

  41. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder

  42. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder

  43. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial

  44. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial

  45. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial

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

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    Definition Classes
    AnyRef → Any

  47. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering

  48. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering

  49. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering

  50. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithContributions

  51. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  53. def getCrossValidationMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel

  54. def getCurrentMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel

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

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    Definition Classes
    Params

  56. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  57. def getDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction

  58. def getDimReductionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionDimReduction

  59. def getDimReductionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionDimReduction

  60. def getDimReductionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionDimReduction

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

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    Definition Classes
    H2OMOJOModel

  62. def getFeatureTypes(): Map[String, String]

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    Definition Classes
    H2OMOJOModelBase

  63. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OBaseMOJOParams

  64. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel

  65. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel

  66. def getMojo(): File

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    Attributes
    protected
    Definition Classes
    HasMojo

  67. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial

  68. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial

  69. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial

  70. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  71. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedMOJOParams

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

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    Definition Classes
    Params

  73. def getOrdinalPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionOrdinal

  74. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal

  75. def getOrdinalPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionOrdinal

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

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    Definition Classes
    Params

  77. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  78. def getPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction

  79. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction

  80. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction

  81. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression

  82. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression

  83. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression

  84. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput

  85. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities

  86. def getTrainingMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel

  87. def getTrainingParams(): Map[String, String]

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    Definition Classes
    H2OMOJOModel
    Annotations
    @DeprecatedMethod( ... , "3.34" )

  88. def getValidationMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel

  89. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  90. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  91. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  92. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  93. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionWordEmbedding

  94. def getWordEmbeddingPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionWordEmbedding

  95. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionWordEmbedding

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

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    Definition Classes
    Params

  97. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  98. def hasParent: Boolean

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    Definition Classes
    Model

  99. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  101. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  102. def inputColumnNames: Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBase → H2OMOJOFlattenedInput

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

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    Definition Classes
    Params

  104. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Definition Classes
    Params

  106. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  107. def log: Logger

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    Logging

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

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    Attributes
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    Logging

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

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    Definition Classes
    Logging

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

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    Logging

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

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    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  114. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
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    Logging

  119. final val modelCategory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  120. final val modelDetails: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  121. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  123. final def notify(): Unit

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    Definition Classes
    AnyRef

  124. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  125. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedMOJOParams

  126. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

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    Definition Classes
    Params

  128. var parent: Estimator[H2OMOJOModel]

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    Definition Classes
    Model

  129. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  130. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  131. final def set(paramPair: ParamPair[_]): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Params

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

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    Params

  133. final def set[T](param: Param[T], value: T): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    Params

  134. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Attributes
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  136. def setMojo(mojo: File): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo

  137. def setMojo(mojo: InputStream, mojoName: String): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo

  138. def setMojo(mojo: InputStream): H2OTreeBasedUnsupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo

  139. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  141. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  142. final val trainingMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  143. final val trainingParams: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  144. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OMOJOModel → Transformer

  145. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  146. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  147. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OMOJOModelBase → PipelineStage
    Annotations
    @DeveloperApi()

  148. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  149. val uid: String

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    Definition Classes
    H2OTreeBasedUnsupervisedMOJOModel → H2OUnsupervisedMOJOModel → H2OMOJOModel → Identifiable

  150. final val validationMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  151. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  154. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  155. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  156. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  157. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  158. 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 H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionClustering

Inherited from H2OMOJOPredictionDimReduction

Inherited from H2OMOJOPredictionMultinomial

Inherited from PredictionWithStageProbabilities

Inherited from H2OMOJOPredictionAutoEncoder

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOPredictionWordEmbedding

Inherited from H2OMOJOPredictionRegression

Inherited from PredictionWithContributions

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