H2OSupervisedMOJOModel

Value Members

1. final def !=(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def $[T](param: Param[T]): T

   

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   Params

4. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

5. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

   

   Attributes

   protected

   Definition Classes

   H2OMOJOFlattenedInput

6. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

   

   Attributes

   protected

   Definition Classes

   H2OSupervisedMOJOModel → H2OMOJOModel → H2OMOJOFlattenedInput

7. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

8. final def clear(param: Param[_]): H2OSupervisedMOJOModel.this.type

   

   Definition Classes

   Params

9. def clone(): AnyRef

   

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   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

10. final val convertInvalidNumbersToNa: BooleanParam

    

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    protected

    Definition Classes

    H2OBaseMOJOParams

11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

12. def copy(extra: ParamMap): H2OMOJOModel

    

    Definition Classes

    H2OMOJOModel → Model → Transformer → PipelineStage → Params

13. def copyValues[T <: Params](to: T, extra: ParamMap): T

    

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    protected

    Definition Classes

    Params

14. final val crossValidationMetrics: MapStringDoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

15. final def defaultCopy[T <: Params](extra: ParamMap): T

    

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    protected

    Definition Classes

    Params

16. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

17. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

18. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

19. def explainParam(param: Param[_]): String

    

    Definition Classes

    Params

20. def explainParams(): String

    

    Definition Classes

    Params

21. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

22. def extractAutoEncoderPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

23. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

24. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

25. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

26. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

27. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

28. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

29. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

30. final def extractParamMap(extra: ParamMap): ParamMap

    

    Definition Classes

    Params

31. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

32. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

33. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

34. final val featureImportances: NullableDataFrameParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

35. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelBase

36. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

37. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

38. final def get[T](param: Param[T]): Option[T]

    

    Definition Classes

    Params

39. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

40. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

41. def getAnomalyPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAnomaly

42. def getAutoEncoderPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

43. def getAutoEncoderPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

44. def getAutoEncoderPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

45. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

46. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

47. def getBinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionBinomial

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

    

    Definition Classes

    AnyRef → Any

49. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

50. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

51. def getClusteringPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionClustering

52. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithContributions

53. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

54. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

55. def getCoxPHPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionCoxPH

56. def getCoxPHPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionCoxPH

57. def getCoxPHPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionCoxPH

58. def getCrossValidationMetrics(): Map[String, Double]

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    Params

61. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

62. def getDetailedPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

63. def getDimReductionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionDimReduction

64. def getDimReductionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionDimReduction

65. def getDimReductionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionDimReduction

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

    

    Definition Classes

    H2OMOJOModel

67. def getFeatureImportances(): DataFrame

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModelBase

69. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

70. def getModelCategory(): String

    

    Definition Classes

    H2OMOJOModel

71. def getModelDetails(): String

    

    Definition Classes

    H2OMOJOModel

72. def getMojo(): File

    

    Attributes

    protected

    Definition Classes

    HasMojo

73. def getMultinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionMultinomial

74. def getMultinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionMultinomial

75. def getMultinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionMultinomial

76. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

77. def getOffsetCol(): String

    

    Definition Classes

    H2OSupervisedMOJOParams

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

    

    Definition Classes

    Params

79. def getOrdinalPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionOrdinal

80. def getOrdinalPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionOrdinal

81. def getOrdinalPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionOrdinal

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

    

    Definition Classes

    Params

83. def getPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

84. def getPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

85. def getPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPrediction

86. def getPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPrediction

87. def getRegressionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionRegression

88. def getRegressionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionRegression

89. def getRegressionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionRegression

90. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOFlattenedInput

91. def getScoringHistory(): DataFrame

    

    Definition Classes

    H2OMOJOModel

92. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithStageProbabilities

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

96. def getWithContributions(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

97. def getWithDetailedPredictionCol(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

    Annotations

    @DeprecatedMethod( x$2 , x$1 )

98. def getWithLeafNodeAssignments(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

99. def getWithStageResults(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

100. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

101. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

102. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

104. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

105. def hasParent: Boolean

     

     Definition Classes

     Model

106. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

107. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

108. def inputColumnNames: Array[String]

     

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     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Definition Classes

     Params

110. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

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     Params

112. def isTraceEnabled(): Boolean

     

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     Definition Classes

     Logging

113. def log: Logger

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Logging

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

     

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     Logging

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

     

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     Logging

119. def logInfo(msg: ⇒ String): Unit

     

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     Logging

120. def logName: String

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

125. final val modelCategory: NullableStringParam

     

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     protected

     Definition Classes

     H2OMOJOModel

126. final val modelDetails: NullableStringParam

     

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     protected

     Definition Classes

     H2OMOJOModel

127. final val namedMojoOutputColumns: Param[Boolean]

     

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     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

129. final def notify(): Unit

     

     Definition Classes

     AnyRef

130. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

131. def outputColumnName: String

     

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     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Definition Classes

     Params

133. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

134. final val predictionCol: Param[String]

     

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     protected

     Definition Classes

     H2OBaseMOJOParams

135. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

136. final val scoringHistory: NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

137. final def set(paramPair: ParamPair[_]): H2OSupervisedMOJOModel.this.type

     

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     Params

138. final def set(param: String, value: Any): H2OSupervisedMOJOModel.this.type

     

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     Definition Classes

     Params

139. final def set[T](param: Param[T], value: T): H2OSupervisedMOJOModel.this.type

     

     Definition Classes

     Params

140. final def setDefault(paramPairs: ParamPair[_]*): H2OSupervisedMOJOModel.this.type

     

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     protected

     Definition Classes

     Params

141. final def setDefault[T](param: Param[T], value: T): H2OSupervisedMOJOModel.this.type

     

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     protected

     Definition Classes

     Params

142. def setMojo(mojo: File): H2OSupervisedMOJOModel.this.type

     

     Definition Classes

     HasMojo

143. def setMojo(mojo: InputStream, mojoName: String): H2OSupervisedMOJOModel.this.type

     

     Definition Classes

     HasMojo

144. def setMojo(mojo: InputStream): H2OSupervisedMOJOModel.this.type

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

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

     

     Definition Classes

     AnyRef

147. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

148. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

149. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

153. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedMOJOModel → H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

155. val uid: String

     

     Definition Classes

     H2OSupervisedMOJOModel → H2OMOJOModel → Identifiable

156. def unwrapMojoModel(): MojoModel

     

     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

157. final val validationMetrics: MapStringDoubleParam

     

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     protected

     Definition Classes

     H2OMOJOModel

158. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

161. final val withContributions: BooleanParam

     

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     protected

     Definition Classes

     H2OBaseMOJOParams

162. final val withDetailedPredictionCol: BooleanParam

     

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     protected

     Definition Classes

     H2OBaseMOJOParams

163. final val withLeafNodeAssignments: BooleanParam

     

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     protected

     Definition Classes

     H2OBaseMOJOParams

164. final val withStageResults: BooleanParam

     

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     protected

     Definition Classes

     H2OBaseMOJOParams

165. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable