Class/Object

ai.h2o.sparkling.ml.models

H2OMOJOModel

Related Docs: object H2OMOJOModel | package models

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class H2OMOJOModel extends H2OMOJOModelBase[H2OMOJOModel] with H2OMOJOPrediction

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Inherited
  1. H2OMOJOModel
  2. H2OMOJOPrediction
  3. H2OMOJOPredictionOrdinal
  4. H2OMOJOPredictionBinomial
  5. H2OMOJOPredictionClustering
  6. H2OMOJOPredictionDimReduction
  7. H2OMOJOPredictionMultinomial
  8. H2OMOJOPredictionAutoEncoder
  9. H2OMOJOPredictionAnomaly
  10. H2OMOJOPredictionWordEmbedding
  11. H2OMOJOPredictionRegression
  12. PredictionWithContributions
  13. H2OMOJOModelBase
  14. H2OMOJOFlattenedInput
  15. H2OMOJOWritable
  16. MLWritable
  17. HasMojo
  18. H2OMOJOAlgoSharedParams
  19. Logging
  20. Model
  21. Transformer
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. Any
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Visibility
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Instance Constructors

  1. new H2OMOJOModel(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. final def clear(param: Param[_]): H2OMOJOModel.this.type

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    Definition Classes
    Params
  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. def convertContributionsToMap(wrapper: EasyPredictModelWrapper, contributions: Array[Float]): Map[String, Float]

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    Attributes
    protected
    Definition Classes
    PredictionWithContributions
  11. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. def copy(extra: ParamMap): H2OMOJOModel

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

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

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    Attributes
    protected
  16. final def defaultCopy[T <: Params](extra: ParamMap): T

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  18. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
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  20. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  21. def explainParams(): String

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    Definition Classes
    Params
  22. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  23. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  24. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  25. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  26. def extractDimReductionSimplePredictionColContent(): Column

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  27. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  28. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  31. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  32. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  33. def extractWordEmbeddingPredictionColContent(): Column

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  34. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  35. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  36. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  37. def getAnomalyDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  38. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  39. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  40. def getAutoEncoderDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  41. def getAutoEncoderPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  42. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  43. def getBinomialDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  44. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  45. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  46. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  47. def getClusteringDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  48. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  49. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  50. def getContributionsSchema(): DataType

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

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    Definition Classes
    H2OMOJOAlgoSharedParams
  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  53. def getCrossValidationMetrics(): Map[String, Double]

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

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

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    Definition Classes
    Params
  56. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  57. def getDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  58. def getDimReductionDetailedPredictionColSchema(): Seq[StructField]

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  59. def getDimReductionPredictionColSchema(): Seq[StructField]

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  60. def getDimReductionPredictionUDF(): UserDefinedFunction

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

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  62. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OMOJOAlgoSharedParams
  63. def getModelCategory(): String

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  64. def getModelDetails(): String

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  65. def getMojo(): File

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    Attributes
    protected
    Definition Classes
    HasMojo
  66. def getMultinomialDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  67. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  68. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  69. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  70. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  71. def getOrdinalDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionOrdinal
  72. def getOrdinalPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionOrdinal
  73. def getOrdinalPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    Params
  75. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  76. def getPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  77. def getPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionRegression
  79. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  80. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression
  81. def getTrainingMetrics(): Map[String, Double]

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

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

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  84. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  85. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  86. def getWordEmbeddingDetailedPredictionColSchema(): Seq[StructField]

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  87. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

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  88. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    Params
  91. def hasParent: Boolean

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    Definition Classes
    Model
  92. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  93. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBaseH2OMOJOFlattenedInput
  95. final def isDefined(param: Param[_]): Boolean

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    Params
  96. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params
  98. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  99. def log: Logger

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

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    Attributes
    protected
    Definition Classes
    Logging
  101. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  102. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  103. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  104. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  105. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  106. def logName: String

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    protected
    Definition Classes
    Logging
  107. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  108. def logTrace(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging
  109. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  110. def logWarning(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging
  111. final val modelCategory: NullableStringParam

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    protected
  112. final val modelDetails: NullableStringParam

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  114. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  115. final def notify(): Unit

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    Definition Classes
    AnyRef
  116. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  117. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  118. lazy val params: Array[Param[_]]

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  121. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  122. final def set(paramPair: ParamPair[_]): H2OMOJOModel.this.type

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    Params
  123. final def set(param: String, value: Any): H2OMOJOModel.this.type

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    Attributes
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    Definition Classes
    Params
  124. final def set[T](param: Param[T], value: T): H2OMOJOModel.this.type

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    Definition Classes
    Params
  125. final def setDefault(paramPairs: ParamPair[_]*): H2OMOJOModel.this.type

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    Attributes
    protected
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    Params
  126. final def setDefault[T](param: Param[T], value: T): H2OMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  127. def setMojo(mojo: File): H2OMOJOModel.this.type

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    Definition Classes
    HasMojo
  128. def setMojo(mojo: InputStream, mojoName: String): H2OMOJOModel.this.type

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    Definition Classes
    HasMojo
  129. def setMojo(mojo: InputStream): H2OMOJOModel.this.type

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

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    Definition Classes
    Model
  131. def setSpecificParams(mojoModel: MojoModel): H2OMOJOModel

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

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    Definition Classes
    AnyRef
  133. def toString(): String

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

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    protected
  135. final val trainingParams: MapStringStringParam

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    Attributes
    protected
  136. def transform(dataset: Dataset[_]): DataFrame

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

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

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

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

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

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    Definition Classes
    H2OMOJOModel → Identifiable
  142. final val validationMetrics: MapStringDoubleParam

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    Attributes
    protected
  143. final def wait(): Unit

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  147. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  148. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModelBase[H2OMOJOModel]

Inherited from H2OMOJOFlattenedInput

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Model[H2OMOJOModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped