H2OMOJOModel

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

   

   Attributes

   protected

   Definition Classes

   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

   H2OMOJOModel → H2OMOJOFlattenedInput

7. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

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

   

   Definition Classes

   Params

9. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

10. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    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

    

    Attributes

    protected

    Definition Classes

    Params

14. final val crossValidationMetrics: MapStringDoubleParam

    

    Attributes

    protected

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

    

    Attributes

    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

    

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    protected

35. final val featureTypes: MapStringStringParam

    

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    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]

    

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

    

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]]

    

67. def getFeatureImportances(): DataFrame

    

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

    

    Definition Classes

    H2OMOJOModelBase

69. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

70. def getModelCategory(): String

    

71. def getModelDetails(): String

    

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

    

    Definition Classes

    Params

78. def getOrdinalPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionOrdinal

79. def getOrdinalPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionOrdinal

80. def getOrdinalPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionOrdinal

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

    

    Definition Classes

    Params

82. def getPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

83. def getPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

84. def getPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPrediction

85. def getPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPrediction

86. def getRegressionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionRegression

87. def getRegressionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionRegression

88. def getRegressionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionRegression

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

    

    Attributes

    protected

    Definition Classes

    H2OMOJOFlattenedInput

90. def getScoringHistory(): DataFrame

    

91. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithStageProbabilities

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

    

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

    

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

    

95. def getWithContributions(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

96. def getWithDetailedPredictionCol(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

    Annotations

    @DeprecatedMethod( x$2 , x$1 )

97. def getWithLeafNodeAssignments(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

98. def getWithStageResults(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

99. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

100. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

101. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

103. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

104. def hasParent: Boolean

     

     Definition Classes

     Model

105. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

106. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

107. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Definition Classes

     Params

109. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

111. def isTraceEnabled(): Boolean

     

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     protected

     Definition Classes

     Logging

112. def log: Logger

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

118. def logInfo(msg: ⇒ String): Unit

     

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     Definition Classes

     Logging

119. def logName: String

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

124. final val modelCategory: NullableStringParam

     

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     protected

125. final val modelDetails: NullableStringParam

     

     Attributes

     protected

126. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

128. final def notify(): Unit

     

     Definition Classes

     AnyRef

129. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

130. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Definition Classes

     Params

132. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

133. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

134. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

135. final val scoringHistory: NullableDataFrameParam

     

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     protected

136. final def set(paramPair: ParamPair[_]): H2OMOJOModel.this.type

     

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     Definition Classes

     Params

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

     

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     Definition Classes

     Params

138. final def set[T](param: Param[T], value: T): H2OMOJOModel.this.type

     

     Definition Classes

     Params

139. final def setDefault(paramPairs: ParamPair[_]*): H2OMOJOModel.this.type

     

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     Definition Classes

     Params

140. final def setDefault[T](param: Param[T], value: T): H2OMOJOModel.this.type

     

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     Definition Classes

     Params

141. def setMojo(mojo: File): H2OMOJOModel.this.type

     

     Definition Classes

     HasMojo

142. def setMojo(mojo: InputStream, mojoName: String): H2OMOJOModel.this.type

     

     Definition Classes

     HasMojo

143. def setMojo(mojo: InputStream): H2OMOJOModel.this.type

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

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

     

     Definition Classes

     AnyRef

146. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

147. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

148. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

152. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

154. val uid: String

     

     Definition Classes

     H2OMOJOModel → Identifiable

155. 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.

156. final val validationMetrics: MapStringDoubleParam

     

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     protected

157. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

160. final val withContributions: BooleanParam

     

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     protected

     Definition Classes

     H2OBaseMOJOParams

161. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

162. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

163. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

164. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable