Class/Object

ai.h2o.sparkling.ml.models

H2OKMeansMOJOModel

Related Docs: object H2OKMeansMOJOModel | package models

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class H2OKMeansMOJOModel extends H2OUnsupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

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Inherited
  1. H2OKMeansMOJOModel
  2. HasIgnoredColsOnMOJO
  3. ParameterConstructorMethods
  4. H2OUnsupervisedMOJOModel
  5. H2OMOJOModel
  6. SpecificMOJOParameters
  7. H2OMOJOPrediction
  8. H2OMOJOPredictionOrdinal
  9. H2OMOJOPredictionCoxPH
  10. H2OMOJOPredictionBinomial
  11. H2OMOJOPredictionClustering
  12. H2OMOJOPredictionDimReduction
  13. H2OMOJOPredictionMultinomial
  14. PredictionWithStageProbabilities
  15. H2OMOJOPredictionAutoEncoder
  16. H2OMOJOPredictionAnomaly
  17. H2OMOJOPredictionWordEmbedding
  18. H2OMOJOPredictionRegression
  19. PredictionWithContributions
  20. H2OMOJOModelBase
  21. H2OMOJOFlattenedInput
  22. H2OMOJOWritable
  23. MLWritable
  24. HasMojo
  25. H2OBaseMOJOParams
  26. Logging
  27. Model
  28. Transformer
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
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Instance Constructors

  1. new H2OKMeansMOJOModel(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 categoricalEncoding: NullableStringParam

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    Attributes
    protected
  10. final def clear(param: Param[_]): H2OKMeansMOJOModel.this.type

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    Definition Classes
    Params
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. val clusterSizeConstraints: NullableIntArrayParam

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    Attributes
    protected
  13. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  22. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    AnyRef → Any
  24. val estimateK: BooleanParam

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    Attributes
    protected
  25. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  26. def explainParams(): String

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    Definition Classes
    Params
  27. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  28. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  29. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  30. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  31. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  32. def extractCoxPHPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionCoxPH
  33. def extractDimReductionSimplePredictionColContent(): Column

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  34. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  35. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  38. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  39. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  40. def extractWordEmbeddingPredictionColContent(): Column

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  41. final val featureTypes: MapStringStringParam

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

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

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

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    ParameterConstructorMethods
  45. val foldAssignment: NullableStringParam

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    Attributes
    protected
  46. val foldCol: NullableStringParam

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    Attributes
    protected
  47. final def get[T](param: Param[T]): Option[T]

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

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    Definition Classes
    H2OMOJOPredictionAnomaly
  49. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  50. def getAnomalyPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  52. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  53. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionBinomial
  55. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  56. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  57. def getCategoricalEncoding(): String

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

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    Definition Classes
    AnyRef → Any
  59. def getClusterSizeConstraints(): Array[Int]

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  60. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  61. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  62. def getClusteringPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    H2OBaseMOJOParams
  65. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  67. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  68. def getCoxPHPredictionUDF(): UserDefinedFunction

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

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

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

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    Definition Classes
    Params
  72. def getDetailedPredictionCol(): String

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

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

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  75. def getDimReductionPredictionSchema(): StructType

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  76. def getDimReductionPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOModel
  78. def getEstimateK(): Boolean

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  79. def getExportCheckpointsDir(): String

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

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

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    Definition Classes
    H2OBaseMOJOParams
  82. def getFoldAssignment(): String

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  83. def getFoldCol(): String

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  84. def getIgnoreConstCols(): Boolean

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  85. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  86. def getInit(): String

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  87. def getK(): Int

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  88. def getKeepCrossValidationFoldAssignment(): Boolean

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  89. def getKeepCrossValidationModels(): Boolean

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  90. def getKeepCrossValidationPredictions(): Boolean

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  91. def getMaxIterations(): Int

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  92. def getMaxRuntimeSecs(): Double

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  93. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  94. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  95. def getMojo(): File

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

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    Definition Classes
    H2OMOJOPredictionMultinomial
  97. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  98. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  99. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  100. def getNfolds(): Int

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  103. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  104. def getOrdinalPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    Params
  106. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  108. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  109. def getPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionRegression
  111. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  112. def getRegressionPredictionUDF(): UserDefinedFunction

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

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    Attributes
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    Definition Classes
    H2OMOJOFlattenedInput
  114. def getScoreEachIteration(): Boolean

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  115. def getSeed(): Long

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  116. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  117. def getStandardize(): Boolean

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

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

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

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    Definition Classes
    H2OMOJOModel
  121. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  122. def getWithDetailedPredictionCol(): Boolean

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

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    Definition Classes
    H2OBaseMOJOParams
  124. def getWithStageResults(): Boolean

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

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  126. def getWordEmbeddingPredictionSchema(): StructType

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  127. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    Params
  130. def hasParent: Boolean

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    Definition Classes
    Model
  131. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  132. val ignoreConstCols: BooleanParam

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    protected
  133. val init: NullableStringParam

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  134. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
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    Logging
  135. def inputColumnNames: Array[String]

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

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

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

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

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

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    Definition Classes
    Params
  141. def isTraceEnabled(): Boolean

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    Attributes
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    Logging
  142. val k: IntParam

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    protected
  143. val keepCrossValidationFoldAssignment: BooleanParam

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  144. val keepCrossValidationModels: BooleanParam

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  145. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
  146. def log: Logger

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

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

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

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

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

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

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    Logging
  153. def logName: String

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

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

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

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

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

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  159. val maxIterations: IntParam

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  160. val maxRuntimeSecs: DoubleParam

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  161. final val modelCategory: NullableStringParam

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    Attributes
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    H2OMOJOModel
  162. final val modelDetails: NullableStringParam

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    Attributes
    protected
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    H2OMOJOModel
  163. final val namedMojoOutputColumns: Param[Boolean]

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

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    AnyRef
  165. val nfolds: IntParam

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    protected
  166. final def notify(): Unit

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  167. final def notifyAll(): Unit

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    AnyRef
  168. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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  169. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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

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

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

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

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

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

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    ParameterConstructorMethods
  176. def outputColumnName: String

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    Attributes
    protected
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    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  177. def param[T](name: String, doc: String): Param[T]

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

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

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

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

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

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    protected
  183. val seed: LongParam

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    protected
  184. final def set(paramPair: ParamPair[_]): H2OKMeansMOJOModel.this.type

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    Params
  185. final def set(param: String, value: Any): H2OKMeansMOJOModel.this.type

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    Params
  186. final def set[T](param: Param[T], value: T): H2OKMeansMOJOModel.this.type

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    Definition Classes
    Params
  187. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansMOJOModel.this.type

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  188. final def setDefault[T](param: Param[T], value: T): H2OKMeansMOJOModel.this.type

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    Attributes
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    Params
  189. def setMojo(mojo: File): H2OKMeansMOJOModel.this.type

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    Definition Classes
    HasMojo
  190. def setMojo(mojo: InputStream, mojoName: String): H2OKMeansMOJOModel.this.type

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    Definition Classes
    HasMojo
  191. def setMojo(mojo: InputStream): H2OKMeansMOJOModel.this.type

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

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    Definition Classes
    Model
  193. val standardize: BooleanParam

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  194. def stringArrayParam(name: String, doc: String): StringArrayParam

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    ParameterConstructorMethods
  195. def stringParam(name: String, doc: String): Param[String]

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

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    Definition Classes
    AnyRef
  197. def toString(): String

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

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    Attributes
    protected
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    H2OMOJOModel
  199. final val trainingParams: MapStringStringParam

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

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

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

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

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

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

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    Definition Classes
    H2OKMeansMOJOModelH2OUnsupervisedMOJOModelH2OMOJOModel → Identifiable
  206. final val validationMetrics: MapStringDoubleParam

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

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

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

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

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

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

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

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    protected
    Definition Classes
    H2OBaseMOJOParams
  214. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

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