Class/Object

ai.h2o.sparkling.ml.models

H2OIsolationForestMOJOModel

Related Docs: object H2OIsolationForestMOJOModel | package models

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class H2OIsolationForestMOJOModel extends H2OTreeBasedUnsupervisedMOJOModel with ParameterConstructorMethods with Logging

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Inherited
  1. H2OIsolationForestMOJOModel
  2. ParameterConstructorMethods
  3. H2OTreeBasedUnsupervisedMOJOModel
  4. H2OTreeBasedMOJOParams
  5. H2OUnsupervisedMOJOModel
  6. H2OMOJOModel
  7. SpecificMOJOParameters
  8. H2OMOJOPrediction
  9. H2OMOJOPredictionOrdinal
  10. H2OMOJOPredictionCoxPH
  11. H2OMOJOPredictionBinomial
  12. H2OMOJOPredictionClustering
  13. H2OMOJOPredictionDimReduction
  14. H2OMOJOPredictionMultinomial
  15. PredictionWithStageProbabilities
  16. H2OMOJOPredictionAutoEncoder
  17. H2OMOJOPredictionAnomaly
  18. H2OMOJOPredictionWordEmbedding
  19. H2OMOJOPredictionRegression
  20. PredictionWithContributions
  21. H2OMOJOModelBase
  22. H2OMOJOFlattenedInput
  23. H2OMOJOWritable
  24. MLWritable
  25. HasMojo
  26. H2OBaseMOJOParams
  27. Logging
  28. Model
  29. Transformer
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
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Instance Constructors

  1. new H2OIsolationForestMOJOModel(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. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  9. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
  10. val categoricalEncoding: NullableStringParam

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    Attributes
    protected
  11. final def clear(param: Param[_]): H2OIsolationForestMOJOModel.this.type

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    Definition Classes
    Params
  12. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  13. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
  14. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
  15. val contamination: DoubleParam

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    Attributes
    protected
  16. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  23. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  24. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  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. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  30. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  31. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  32. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  33. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  34. def extractCoxPHPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionCoxPH
  35. def extractDimReductionSimplePredictionColContent(): Column

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  36. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  37. def extractOrdinalPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionOrdinal
  38. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  39. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  40. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  41. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  42. def extractWordEmbeddingPredictionColContent(): Column

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  43. final val featureImportances: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  44. final val featureTypes: MapStringStringParam

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

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

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    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  47. def floatParam(name: String, doc: String): FloatParam

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    protected
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    ParameterConstructorMethods
  48. final def get[T](param: Param[T]): Option[T]

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

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    Definition Classes
    H2OMOJOPredictionAnomaly
  50. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  51. def getAnomalyPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  53. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  54. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionBinomial
  56. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  57. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  58. def getBuildTreeOneNode(): Boolean

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  59. def getCategoricalEncoding(): String

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

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

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    Definition Classes
    H2OMOJOPredictionClustering
  62. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  63. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  64. def getColSampleRateChangePerLevel(): Double

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  65. def getColSampleRatePerTree(): Double

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  66. def getContamination(): Double

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  67. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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    Definition Classes
    H2OBaseMOJOParams
  69. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  71. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  72. def getCoxPHPredictionUDF(): UserDefinedFunction

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

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

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

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    Definition Classes
    Params
  76. def getDetailedPredictionCol(): String

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

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

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  79. def getDimReductionPredictionSchema(): StructType

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  80. def getDimReductionPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOModel
  82. def getExportCheckpointsDir(): String

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  83. def getFeatureImportances(): DataFrame

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

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

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    Definition Classes
    H2OBaseMOJOParams
  86. def getIgnoreConstCols(): Boolean

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  87. def getIgnoredCols(): Array[String]

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  88. def getMaxDepth(): Int

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  89. def getMaxRuntimeSecs(): Double

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  90. def getMinRows(): Double

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  91. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  92. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  93. def getMojo(): File

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    Attributes
    protected
    Definition Classes
    HasMojo
  94. def getMtries(): Int

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  95. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  96. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  97. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  98. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  99. def getNtrees(): Int

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  102. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  103. def getOrdinalPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    Params
  105. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  107. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  108. def getPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionRegression
  110. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  111. def getRegressionPredictionUDF(): UserDefinedFunction

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

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    Attributes
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    Definition Classes
    H2OMOJOFlattenedInput
  113. def getSampleRate(): Double

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  114. def getSampleSize(): Long

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  115. def getScoreEachIteration(): Boolean

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  116. def getScoreTreeInterval(): Int

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  117. def getScoringHistory(): DataFrame

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    Definition Classes
    H2OMOJOModel
  118. def getSeed(): Long

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  119. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
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    PredictionWithStageProbabilities
  120. def getStoppingMetric(): String

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  121. def getStoppingRounds(): Int

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  122. def getStoppingTolerance(): Double

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

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

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

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    Definition Classes
    H2OMOJOModel
  126. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  127. def getWithDetailedPredictionCol(): Boolean

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

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    Definition Classes
    H2OBaseMOJOParams
  129. def getWithStageResults(): Boolean

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

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  131. def getWordEmbeddingPredictionSchema(): StructType

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  132. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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    Params
  134. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  135. def hasParent: Boolean

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    Definition Classes
    Model
  136. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  137. val ignoreConstCols: BooleanParam

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    protected
  138. val ignoredCols: NullableStringArrayParam

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    Attributes
    protected
  139. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBaseH2OMOJOFlattenedInput
  141. def intArrayParam(name: String, doc: String): IntArrayParam

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    ParameterConstructorMethods
  142. def intParam(name: String, doc: String): IntParam

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

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  144. final def isInstanceOf[T0]: Boolean

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

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  146. def isTraceEnabled(): Boolean

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    Logging
  147. def log: Logger

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

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    Attributes
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    Logging
  149. def logDebug(msg: ⇒ String): Unit

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

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    Attributes
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    Logging
  151. def logError(msg: ⇒ String): Unit

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

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    Logging
  153. def logInfo(msg: ⇒ String): Unit

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    Logging
  154. def logName: String

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

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    Logging
  156. def logTrace(msg: ⇒ String): Unit

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

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    Logging
  158. def logWarning(msg: ⇒ String): Unit

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    Logging
  159. def longParam(name: String, doc: String): LongParam

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  160. val maxDepth: IntParam

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  161. val maxRuntimeSecs: DoubleParam

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  162. val minRows: DoubleParam

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  163. final val modelCategory: NullableStringParam

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    Attributes
    protected
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    H2OMOJOModel
  164. final val modelDetails: NullableStringParam

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    Attributes
    protected
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    H2OMOJOModel
  165. val mtries: IntParam

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    Attributes
    protected
  166. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
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    H2OBaseMOJOParams
  167. final def ne(arg0: AnyRef): Boolean

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    AnyRef
  168. final def notify(): Unit

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    AnyRef
  169. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  170. final val ntrees: IntParam

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    Attributes
    protected
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    H2OTreeBasedMOJOParams
  171. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    ParameterConstructorMethods
  172. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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  173. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    ParameterConstructorMethods
  174. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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  175. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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

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  177. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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

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    ParameterConstructorMethods
  179. def outputColumnName: String

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    Definition Classes
    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  180. def param[T](name: String, doc: String): Param[T]

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    ParameterConstructorMethods
  181. lazy val params: Array[Param[_]]

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

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

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  184. val sampleRate: DoubleParam

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    protected
  185. val sampleSize: LongParam

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    Attributes
    protected
  186. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  187. val scoreEachIteration: BooleanParam

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    protected
  188. val scoreTreeInterval: IntParam

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    protected
  189. final val scoringHistory: NullableDataFrameParam

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    Attributes
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    H2OMOJOModel
  190. val seed: LongParam

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    protected
  191. final def set(paramPair: ParamPair[_]): H2OIsolationForestMOJOModel.this.type

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    Params
  192. final def set(param: String, value: Any): H2OIsolationForestMOJOModel.this.type

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    Params
  193. final def set[T](param: Param[T], value: T): H2OIsolationForestMOJOModel.this.type

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    Definition Classes
    Params
  194. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForestMOJOModel.this.type

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    Params
  195. final def setDefault[T](param: Param[T], value: T): H2OIsolationForestMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  196. def setMojo(mojo: File): H2OIsolationForestMOJOModel.this.type

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    Definition Classes
    HasMojo
  197. def setMojo(mojo: InputStream, mojoName: String): H2OIsolationForestMOJOModel.this.type

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    Definition Classes
    HasMojo
  198. def setMojo(mojo: InputStream): H2OIsolationForestMOJOModel.this.type

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

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    Definition Classes
    Model
  200. val stoppingMetric: NullableStringParam

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    protected
  201. val stoppingRounds: IntParam

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    protected
  202. val stoppingTolerance: DoubleParam

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    Attributes
    protected
  203. def stringArrayParam(name: String, doc: String): StringArrayParam

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

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

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    Definition Classes
    AnyRef
  206. def toString(): String

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

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

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

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

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

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

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

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    PipelineStage
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    @DeveloperApi()
  214. val uid: String

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  215. def unwrapMojoModel(): MojoModel

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    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    Definition Classes
    H2OMOJOModel
  216. final val validationMetrics: MapStringDoubleParam

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    H2OMOJOModel
  217. final def wait(): Unit

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

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

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    Definition Classes
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    @throws( ... )
  220. final val withContributions: BooleanParam

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

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

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    Attributes
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    Definition Classes
    H2OBaseMOJOParams
  223. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  224. 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