Class/Object

ai.h2o.sparkling.ml.models

H2OTreeBasedSupervisedMOJOModel

Related Docs: object H2OTreeBasedSupervisedMOJOModel | package models

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class H2OTreeBasedSupervisedMOJOModel extends H2OSupervisedMOJOModel with H2OTreeBasedSupervisedMOJOParams

Linear Supertypes
H2OTreeBasedSupervisedMOJOParams, H2OSupervisedMOJOModel, H2OSupervisedMOJOParams, H2OMOJOModel, H2OMOJOPrediction, H2OMOJOPredictionOrdinal, H2OMOJOPredictionBinomial, H2OMOJOPredictionClustering, H2OMOJOPredictionDimReduction, H2OMOJOPredictionMultinomial, H2OMOJOPredictionAutoEncoder, H2OMOJOPredictionAnomaly, H2OMOJOPredictionWordEmbedding, H2OMOJOPredictionRegression, PredictionWithContributions, H2OMOJOModelBase[H2OMOJOModel], H2OMOJOFlattenedInput, H2OMOJOWritable, MLWritable, HasMojo, H2OMOJOAlgoSharedParams, Logging, Model[H2OMOJOModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OTreeBasedSupervisedMOJOModel
  2. H2OTreeBasedSupervisedMOJOParams
  3. H2OSupervisedMOJOModel
  4. H2OSupervisedMOJOParams
  5. H2OMOJOModel
  6. H2OMOJOPrediction
  7. H2OMOJOPredictionOrdinal
  8. H2OMOJOPredictionBinomial
  9. H2OMOJOPredictionClustering
  10. H2OMOJOPredictionDimReduction
  11. H2OMOJOPredictionMultinomial
  12. H2OMOJOPredictionAutoEncoder
  13. H2OMOJOPredictionAnomaly
  14. H2OMOJOPredictionWordEmbedding
  15. H2OMOJOPredictionRegression
  16. PredictionWithContributions
  17. H2OMOJOModelBase
  18. H2OMOJOFlattenedInput
  19. H2OMOJOWritable
  20. MLWritable
  21. HasMojo
  22. H2OMOJOAlgoSharedParams
  23. Logging
  24. Model
  25. Transformer
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
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Instance Constructors

  1. new H2OTreeBasedSupervisedMOJOModel(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
    H2OSupervisedMOJOModel → H2OMOJOModel → H2OMOJOFlattenedInput

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. final def clear(param: Param[_]): H2OTreeBasedSupervisedMOJOModel.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
    Definition Classes
    H2OMOJOModel

  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
    AnyRef → Any

  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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    Definition Classes
    H2OMOJOPredictionDimReduction

  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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    Definition Classes
    H2OMOJOPredictionWordEmbedding

  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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    Definition Classes
    H2OMOJOModel

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

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    Definition Classes
    H2OMOJOModel

  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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    Definition Classes
    H2OMOJOPredictionDimReduction

  59. def getDimReductionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionDimReduction

  60. def getDimReductionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionDimReduction

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

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    Definition Classes
    H2OMOJOModel

  62. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OMOJOAlgoSharedParams

  63. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel

  64. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel

  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. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  71. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  73. def getOrdinalDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionOrdinal

  74. def getOrdinalPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionOrdinal

  75. def getOrdinalPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionOrdinal

  76. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  77. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  78. def getPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction

  79. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction

  80. def getRegressionDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression

  81. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression

  82. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression

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

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    Definition Classes
    H2OMOJOModel

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

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    Definition Classes
    H2OMOJOModel

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

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    Definition Classes
    H2OMOJOModel

  86. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  87. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  88. def getWordEmbeddingDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionWordEmbedding

  89. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionWordEmbedding

  90. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionWordEmbedding

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

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    Definition Classes
    Params

  92. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  93. def hasParent: Boolean

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    Definition Classes
    Model

  94. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  95. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  96. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  97. def inputColumnNames: Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBase → H2OMOJOFlattenedInput

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

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    Definition Classes
    Params

  99. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Definition Classes
    Params

  101. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  102. def log: Logger

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    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

  104. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
    Definition Classes
    Logging

  106. def logError(msg: ⇒ String): Unit

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    Logging

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

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    Logging

  108. def logInfo(msg: ⇒ String): Unit

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    Logging

  109. def logName: String

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    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  111. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  113. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  114. final val modelCategory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  115. final val modelDetails: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  116. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  117. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  118. final def notify(): Unit

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    Definition Classes
    AnyRef

  119. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  120. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  121. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

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    Definition Classes
    Params

  123. var parent: Estimator[H2OMOJOModel]

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    Definition Classes
    Model

  124. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  125. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  126. final def set(paramPair: ParamPair[_]): H2OTreeBasedSupervisedMOJOModel.this.type

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    Params

  127. final def set(param: String, value: Any): H2OTreeBasedSupervisedMOJOModel.this.type

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    Params

  128. final def set[T](param: Param[T], value: T): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    Params

  129. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeBasedSupervisedMOJOModel.this.type

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    Params

  130. final def setDefault[T](param: Param[T], value: T): H2OTreeBasedSupervisedMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  131. def setMojo(mojo: File): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo

  132. def setMojo(mojo: InputStream, mojoName: String): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo

  133. def setMojo(mojo: InputStream): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo

  134. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

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    Definition Classes
    Model

  135. def setSpecificParams(mojoModel: MojoModel): H2OTreeBasedSupervisedMOJOModel

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    Definition Classes
    H2OTreeBasedSupervisedMOJOModel → H2OSupervisedMOJOModel → H2OMOJOModel

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

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    Definition Classes
    AnyRef

  137. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  138. final val trainingMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  139. final val trainingParams: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

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

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    Definition Classes
    H2OMOJOModel → Transformer

  141. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  142. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  143. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedMOJOModel → H2OMOJOModelBase → PipelineStage
    Annotations
    @DeveloperApi()

  144. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  145. val uid: String

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    Definition Classes
    H2OTreeBasedSupervisedMOJOModel → H2OSupervisedMOJOModel → H2OMOJOModel → Identifiable

  146. final val validationMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel

  147. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  148. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  149. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  150. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  151. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  152. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OSupervisedMOJOModel

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOModel

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionClustering

Inherited from H2OMOJOPredictionDimReduction

Inherited from H2OMOJOPredictionMultinomial

Inherited from H2OMOJOPredictionAutoEncoder

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOPredictionWordEmbedding

Inherited from H2OMOJOPredictionRegression

Inherited from PredictionWithContributions

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