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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Visibility
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Instance Constructors

  1. new H2OKMeansMOJOModel(uid: String)

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Type Members

  1. class SerializationWarningsObject extends Serializable

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    Definition Classes
    H2OMOJOModel

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 coefficients: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  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 val crossValidationMetricsObject: NullableMetricsParam

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  24. var crossValidationModelsScoringHistory: NullableDataFrameArrayParam

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

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

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

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

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

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

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

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

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

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    Definition Classes
    AnyRef → Any
  34. val estimateK: BooleanParam

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

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    Definition Classes
    Params
  36. def explainParams(): String

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    Definition Classes
    Params
  37. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  38. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  39. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  40. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  41. def extractCoefficients(outputJson: JsonObject): DataFrame

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

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

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

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  45. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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

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

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

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

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

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

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

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

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    Definition Classes
    H2OMOJOPredictionMultinomial
  54. def extractOrdinalPredictionColContent(): Column

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

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

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

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

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    Definition Classes
    H2OMOJOPrediction
  59. def extractRegressionPredictionColContent(): Column

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

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

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  62. final val featureImportances: NullableDataFrameParam

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  67. val foldAssignment: NullableStringParam

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    Attributes
    protected
  68. val foldCol: NullableStringParam

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

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

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    Definition Classes
    H2OMOJOPredictionAnomaly
  71. def getAnomalyPredictionSchema(): StructType

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

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

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    Definition Classes
    H2OMOJOPredictionBinomial
  74. def getBinomialPredictionSchema(): StructType

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

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    Definition Classes
    H2OMOJOPredictionBinomial
  76. def getCategoricalEncoding(): String

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  77. def getCenters(): DataFrame

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  78. def getCentersStd(): DataFrame

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

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

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  81. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  82. def getClusteringPredictionSchema(): StructType

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

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    Definition Classes
    H2OMOJOPredictionClustering
  84. def getCoefficients(): DataFrame

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    Definition Classes
    H2OMOJOModel
  85. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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    Definition Classes
    H2OBaseMOJOParams
  87. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  89. def getCoxPHPredictionSchema(): StructType

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  91. 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
  92. 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
  93. 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
  94. def getCrossValidationModels(): Seq[H2OKMeansMOJOModel.this.type]

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

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    Definition Classes
    H2OMOJOModel
  96. 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
  97. 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
  98. def getDataFrameSerializer(): String

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

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    Definition Classes
    Params
  100. def getDefaultThreshold(): Double

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    Definition Classes
    H2OMOJOModel
  101. def getDetailedPredictionCol(): String

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

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

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  104. def getDimReductionPredictionSchema(): StructType

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

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

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    Definition Classes
    H2OMOJOModel
  107. def getEndTime(): Long

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    Definition Classes
    H2OMOJOModel
  108. def getEstimateK(): Boolean

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  109. def getExportCheckpointsDir(): String

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  110. def getFeatureImportances(): DataFrame

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

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

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    Definition Classes
    H2OAlgorithmMOJOParams
  113. def getFoldAssignment(): String

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  114. def getFoldCol(): String

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  115. def getIgnoreConstCols(): Boolean

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  116. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  117. def getInit(): String

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  118. def getK(): Int

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  119. def getKeepCrossValidationFoldAssignment(): Boolean

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  120. def getKeepCrossValidationModels(): Boolean

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  121. def getKeepCrossValidationPredictions(): Boolean

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  122. def getMaxIterations(): Int

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  123. def getMaxRuntimeSecs(): Double

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  124. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  125. def getModelDetails(): String

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

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

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

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

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    Definition Classes
    H2OMOJOPredictionMultinomial
  130. def getMultinomialPredictionSchema(): StructType

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

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    Definition Classes
    H2OMOJOPredictionMultinomial
  132. def getNfolds(): Int

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  135. def getOrdinalPredictionSchema(): StructType

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

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

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    Definition Classes
    Params
  138. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  140. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  141. def getPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionRegression
  143. def getRegressionPredictionSchema(): StructType

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

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

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

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    Definition Classes
    H2OMOJOModel
  147. def getScoreEachIteration(): Boolean

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  148. def getScoringHistory(): DataFrame

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    Definition Classes
    H2OMOJOModel
  149. def getSeed(): Long

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  150. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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

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  152. def getStartTime(): Long

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    Definition Classes
    H2OMOJOModel
  153. 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
  154. 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
  155. def getTrainingParams(): Map[String, String]

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    Definition Classes
    H2OMOJOModel
  156. 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
  157. 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
  158. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  159. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  160. def getWithStageResults(): Boolean

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

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  162. def getWordEmbeddingPredictionSchema(): StructType

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

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

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

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    Definition Classes
    Params
  166. def hasParent: Boolean

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    Definition Classes
    Model
  167. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  168. val ignoreConstCols: BooleanParam

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    Attributes
    protected
  169. val init: NullableStringParam

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

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

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

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

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

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

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

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

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    Definition Classes
    Params
  178. def isTraceEnabled(): Boolean

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

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

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    H2OMOJOModelUtils
  181. val k: IntParam

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  182. val keepCrossValidationFoldAssignment: BooleanParam

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  183. val keepCrossValidationModels: BooleanParam

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  184. val keepCrossValidationPredictions: BooleanParam

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  185. def log: Logger

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

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

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

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

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

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

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    Logging
  192. def logName: String

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

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

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

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

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

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  198. val maxIterations: IntParam

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  199. val maxRuntimeSecs: DoubleParam

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  200. final val modelCategory: NullableStringParam

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    H2OMOJOModel
  201. final val modelDetails: NullableStringParam

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    H2OMOJOModel
  202. final val modelSummary: NullableDataFrameParam

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    H2OMOJOModel
  203. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  204. def nestedJsonFieldToDataFrame(outputJson: JsonObject, parentFieldName: String, fieldName: String): DataFrame

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    Attributes
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    H2OMOJOModelUtils
  205. val nfolds: IntParam

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  206. val nonSerializableField: AnyRef

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

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  208. final def notifyAll(): Unit

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    AnyRef
  209. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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  210. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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

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

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

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  214. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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

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

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

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

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  219. def outputColumnName: String

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

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

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

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

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    Attributes
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    H2OAlgorithmMOJOParams
  224. final val runTime: LongParam

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    Attributes
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    H2OMOJOModel
  225. def save(path: String): Unit

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

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  227. final val scoringHistory: NullableDataFrameParam

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    H2OMOJOModel
  228. val seed: LongParam

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

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

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

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  232. def setDataFrameSerializer(fullClassName: String): H2OKMeansMOJOModel.this.type

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

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

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

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

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

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

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    Definition Classes
    Model
  239. val standardize: BooleanParam

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  240. final val startTime: LongParam

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

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

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

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  244. def toString(): String

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    H2OMOJOModel → Identifiable → AnyRef → Any
  245. final val trainingMetrics: MapStringDoubleParam

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    H2OMOJOModel
  246. final val trainingMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  247. final val trainingParams: MapStringStringParam

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

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  250. 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()
  251. def transformSchema(schema: StructType): StructType

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

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    PipelineStage
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    @DeveloperApi()
  253. val uid: String

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    Definition Classes
    H2OKMeansMOJOModelH2OUnsupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  254. 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
  255. final val validationMetrics: MapStringDoubleParam

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    H2OMOJOModel
  256. final val validationMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  257. final def wait(): Unit

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

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

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

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    Attributes
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    H2OAlgorithmMOJOParams
  261. final val withLeafNodeAssignments: BooleanParam

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    H2OAlgorithmMOJOParams
  262. final val withStageResults: BooleanParam

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    H2OAlgorithmMOJOParams
  263. 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