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. H2OAlgorithmMOJOModel
  6. H2OAlgorithmMOJOParams
  7. H2OMOJOPrediction
  8. H2OMOJOPredictionOrdinal
  9. H2OMOJOPredictionCoxPH
  10. H2OMOJOPredictionBinomial
  11. H2OMOJOPredictionClustering
  12. H2OMOJOPredictionDimReduction
  13. H2OMOJOPredictionMultinomial
  14. PredictionWithStageProbabilities
  15. H2OMOJOPredictionAnomaly
  16. H2OMOJOPredictionWordEmbedding
  17. H2OMOJOPredictionRegression
  18. PredictionWithContributions
  19. H2OMOJOModel
  20. HasFeatureTypesOnMOJO
  21. H2OBaseMOJOParams
  22. HasDataFrameSerializer
  23. SpecificMOJOParameters
  24. H2OMOJOModelUtils
  25. Logging
  26. H2OMOJOWritable
  27. MLWritable
  28. HasMojo
  29. H2OMOJOFlattenedInput
  30. Model
  31. Transformer
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
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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. val centers: NullableDataFrameParam

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    Attributes
    protected
  11. val centersStd: NullableDataFrameParam

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

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    Definition Classes
    Params
  13. def clone(): AnyRef

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

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    Attributes
    protected
  15. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  20. final val crossValidationMetricsObject: NullableMetricsParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  21. final val crossValidationMetricsSummary: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  22. var crossValidationModels: Array[H2OMOJOModel]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  23. var crossValidationModelsScoringHistory: NullableDataFrameArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  24. final val dataFrameSerializer: Param[String]

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

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    Attributes
    protected
    Definition Classes
    Params
  26. final val defaultThreshold: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  27. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  28. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. final val endTime: LongParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  31. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
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  33. val estimateK: BooleanParam

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

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    Definition Classes
    Params
  35. def explainParams(): String

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    Definition Classes
    Params
  36. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  37. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  38. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  39. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  40. def extractCoxPHPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionCoxPH
  41. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  42. def extractDimReductionSimplePredictionColContent(): Column

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  43. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  44. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  45. def extractJsonFieldValue[T](outputJson: JsonObject, fieldName: String, getValue: (JsonElement) ⇒ T, defaultValue: T): T

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  46. def extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  47. def extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  48. def extractMetricsObject(json: JsonObject, metricType: String, algoName: String, modelCategory: internals.H2OModelCategory.Value, dataFrameSerializerGetter: () ⇒ String): H2OMetrics

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  49. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  50. def extractModelSummary(outputJson: JsonObject): DataFrame

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    Attributes
    protected[ai.h2o.sparkling.ml.models]
    Definition Classes
    H2OMOJOModelUtils
  51. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  52. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  55. def extractParams(modelJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  56. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  57. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  58. def extractScoringHistory(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  59. def extractWordEmbeddingPredictionColContent(): Column

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  60. final val featureImportances: NullableDataFrameParam

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

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    Attributes
    protected
    Definition Classes
    HasFeatureTypesOnMOJO
  62. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  63. def finalize(): Unit

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  65. val foldAssignment: NullableStringParam

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    Attributes
    protected
  66. val foldCol: NullableStringParam

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

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

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    Definition Classes
    H2OMOJOPredictionAnomaly
  69. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  70. def getAnomalyPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  71. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  72. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  73. def getBinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  74. def getCategoricalEncoding(): String

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  75. def getCenters(): DataFrame

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  76. def getCentersStd(): DataFrame

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

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

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  79. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  80. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  81. def getClusteringPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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

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    Definition Classes
    H2OBaseMOJOParams
  84. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  86. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  87. def getCoxPHPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Definition Classes
    H2OMOJOModel
  89. def getCrossValidationMetricsObject(): H2OClusteringMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Definition Classes
    H2OKMeansMOJOModelH2OMOJOModel
  90. def getCrossValidationMetricsSummary(): DataFrame

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    Returns a data frame with information about performance of individual folds according to various model metrics.

    Returns a data frame with information about performance of individual folds according to various model metrics.

    Definition Classes
    H2OMOJOModel
  91. def getCrossValidationModels(): Seq[H2OKMeansMOJOModel.this.type]

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    Definition Classes
    H2OMOJOModel
  92. def getCrossValidationModelsScoringHistory(): Array[DataFrame]

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

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    Returns a map of all metrics of the Double type.

    Returns a map of all metrics of the Double type. If the nfolds parameter was set, the metrics were combined from cross-validation holdouts. If cross validations wasn't enabled, the metrics were calculated from a validation dataset. If the validation dataset wasn't available, the metrics were calculated from the training dataset.

    Definition Classes
    H2OMOJOModel
  94. def getCurrentMetricsObject(): H2OMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information.

    Returns an object holding all metrics of the Double type and also more complex performance information. If the nfolds parameter was set, the object was combined from cross-validation holdouts. If cross validations wasn't enabled, the object was calculated from a validation dataset. If the validation dataset wasn't available, the object was calculated from the training dataset.

    Definition Classes
    H2OMOJOModel
  95. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer
  96. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  97. def getDefaultThreshold(): Double

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    Definition Classes
    H2OMOJOModel
  98. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  99. def getDetailedPredictionColSchema(): Seq[StructField]

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

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  101. def getDimReductionPredictionSchema(): StructType

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  102. def getDimReductionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOModel
  104. def getEndTime(): Long

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    Definition Classes
    H2OMOJOModel
  105. def getEstimateK(): Boolean

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  106. def getExportCheckpointsDir(): String

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  107. def getFeatureImportances(): DataFrame

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

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    Definition Classes
    HasFeatureTypesOnMOJO
  109. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmMOJOParams
  110. def getFoldAssignment(): String

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  111. def getFoldCol(): String

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  112. def getIgnoreConstCols(): Boolean

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  113. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  114. def getInit(): String

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  115. def getK(): Int

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  116. def getKeepCrossValidationFoldAssignment(): Boolean

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  117. def getKeepCrossValidationModels(): Boolean

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  118. def getKeepCrossValidationPredictions(): Boolean

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  119. def getMaxIterations(): Int

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  120. def getMaxRuntimeSecs(): Double

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  121. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  122. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  123. def getModelDetails(modelJson: JsonObject): String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  124. def getModelJson(mojo: File): JsonObject

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  125. def getModelSummary(): DataFrame

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    Definition Classes
    H2OMOJOModel
  126. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  127. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  128. def getMultinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  129. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  130. def getNfolds(): Int

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  133. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  134. def getOrdinalPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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    Definition Classes
    Params
  136. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  137. def getPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  138. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  139. def getPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionRegression
  141. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  142. def getRegressionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  144. def getRunTime(): Long

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    Definition Classes
    H2OMOJOModel
  145. def getScoreEachIteration(): Boolean

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  146. def getScoringHistory(): DataFrame

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    Definition Classes
    H2OMOJOModel
  147. def getSeed(): Long

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  148. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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

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  150. def getStartTime(): Long

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    Definition Classes
    H2OMOJOModel
  151. def getTrainingMetrics(): Map[String, Double]

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    Returns a map of all metrics of the Double type calculated on the training dataset.

    Returns a map of all metrics of the Double type calculated on the training dataset.

    Definition Classes
    H2OMOJOModel
  152. def getTrainingMetricsObject(): H2OClusteringMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

    Definition Classes
    H2OKMeansMOJOModelH2OMOJOModel
  153. def getTrainingParams(): Map[String, String]

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

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    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Definition Classes
    H2OMOJOModel
  155. def getValidationMetricsObject(): H2OClusteringMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Definition Classes
    H2OKMeansMOJOModelH2OMOJOModel
  156. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  157. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  158. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  159. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

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  160. def getWordEmbeddingPredictionSchema(): StructType

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  161. def getWordEmbeddingPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config], featureCols: Seq[String]): UserDefinedFunction

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

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

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    Definition Classes
    Params
  164. def hasParent: Boolean

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    Definition Classes
    Model
  165. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  166. val ignoreConstCols: BooleanParam

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    Attributes
    protected
  167. val init: NullableStringParam

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    Attributes
    protected
  168. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  171. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  172. def intParam(name: String, doc: String): IntParam

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

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

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

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    Definition Classes
    Params
  176. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  177. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  178. def jsonFieldToDoubleArray(outputJson: JsonObject, fieldName: String): Array[Double]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  179. val k: IntParam

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    Attributes
    protected
  180. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
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  181. val keepCrossValidationModels: BooleanParam

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  182. val keepCrossValidationPredictions: BooleanParam

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  183. def log: Logger

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

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

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

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

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

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    Attributes
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    Logging
  189. def logInfo(msg: ⇒ String): Unit

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    Logging
  190. def logName: String

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

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    Attributes
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    Logging
  192. def logTrace(msg: ⇒ String): Unit

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

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    Attributes
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    Logging
  194. def logWarning(msg: ⇒ String): Unit

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

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    Attributes
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    ParameterConstructorMethods
  196. val maxIterations: IntParam

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  197. val maxRuntimeSecs: DoubleParam

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  198. final val modelCategory: NullableStringParam

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    Definition Classes
    H2OMOJOModel
  199. final val modelDetails: NullableStringParam

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    H2OMOJOModel
  200. final val modelSummary: NullableDataFrameParam

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    Attributes
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    H2OMOJOModel
  201. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
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    H2OAlgorithmMOJOParams
  202. final def ne(arg0: AnyRef): Boolean

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    AnyRef
  203. val nfolds: IntParam

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  204. val nonSerializableField: AnyRef

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    Definition Classes
    H2OMOJOModel
  205. final def notify(): Unit

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  206. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  207. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
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    H2OMOJOModel
  208. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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

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    Attributes
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  210. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
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  211. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    Attributes
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  212. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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

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    Attributes
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  214. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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

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  216. def outputColumnName: String

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    Attributes
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    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  217. def param[T](name: String, doc: String): Param[T]

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

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

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

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    Attributes
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    H2OAlgorithmMOJOParams
  221. final val runTime: LongParam

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    Attributes
    protected
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    H2OMOJOModel
  222. def save(path: String): Unit

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

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  224. final val scoringHistory: NullableDataFrameParam

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    H2OMOJOModel
  225. val seed: LongParam

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

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

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

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    Definition Classes
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  229. def setDataFrameSerializer(fullClassName: String): H2OKMeansMOJOModel.this.type

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    Definition Classes
    H2OBaseMOJOParams
  230. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansMOJOModel.this.type

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

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  232. def setMojo(mojo: File): H2OKMeansMOJOModel.this.type

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

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

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

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    Definition Classes
    Model
  236. val standardize: BooleanParam

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  237. final val startTime: LongParam

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    H2OMOJOModel
  238. def stringArrayParam(name: String, doc: String): StringArrayParam

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

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

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  241. def toString(): String

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    Definition Classes
    H2OMOJOModel → Identifiable → AnyRef → Any
  242. final val trainingMetrics: MapStringDoubleParam

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    H2OMOJOModel
  243. final val trainingMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  244. final val trainingParams: MapStringStringParam

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    H2OMOJOModel
  245. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OAlgorithmMOJOModel → Transformer
  246. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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

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

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    Annotations
    @DeveloperApi()
  249. def transformSchema(schema: StructType, logging: Boolean): StructType

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    PipelineStage
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    @DeveloperApi()
  250. val uid: String

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    Definition Classes
    H2OKMeansMOJOModelH2OUnsupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  251. 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
  252. final val validationMetrics: MapStringDoubleParam

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    H2OMOJOModel
  253. final val validationMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  254. final def wait(): Unit

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    Annotations
    @throws( ... )
  255. final def wait(arg0: Long, arg1: Int): Unit

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

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    @throws( ... )
  257. final val withContributions: BooleanParam

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    Attributes
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    H2OAlgorithmMOJOParams
  258. final val withLeafNodeAssignments: BooleanParam

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    H2OAlgorithmMOJOParams
  259. final val withStageResults: BooleanParam

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    H2OAlgorithmMOJOParams
  260. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

Inherited from H2OUnsupervisedMOJOModel

Inherited from H2OAlgorithmMOJOModel

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionCoxPH

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModel

Inherited from HasFeatureTypesOnMOJO

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOModelUtils

Inherited from Logging

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OMOJOFlattenedInput

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