H2OCoxPHMOJOModel

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

   H2OSupervisedMOJOModel → H2OMOJOModel → H2OMOJOFlattenedInput

7. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

8. def booleanParam(name: String, doc: String): BooleanParam

   

   Attributes

   protected

   Definition Classes

   ParameterConstructorMethods

9. final def clear(param: Param[_]): H2OCoxPHMOJOModel.this.type

   

   Definition Classes

   Params

10. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

11. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

13. def copy(extra: ParamMap): H2OMOJOModel

    

    Definition Classes

    H2OMOJOModel → Model → Transformer → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

15. final val crossValidationMetrics: MapStringDoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

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

    

    Attributes

    protected

    Definition Classes

    Params

17. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

18. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

19. def doubleParam(name: String, doc: String): DoubleParam

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Definition Classes

    AnyRef

21. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

23. def explainParams(): String

    

    Definition Classes

    Params

24. val exportCheckpointsDir: NullableStringParam

    

    Attributes

    protected

25. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

26. def extractAutoEncoderPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

27. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

28. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

29. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

30. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

31. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

32. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

33. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

35. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

36. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

37. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

38. final val featureImportances: NullableDataFrameParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

39. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelBase

40. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

41. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

42. def floatParam(name: String, doc: String): FloatParam

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Definition Classes

    Params

44. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

45. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

46. def getAnomalyPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAnomaly

47. def getAutoEncoderPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

48. def getAutoEncoderPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

49. def getAutoEncoderPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

50. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

51. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

52. def getBinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionBinomial

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

    

    Definition Classes

    AnyRef → Any

54. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

55. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

56. def getClusteringPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionClustering

57. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithContributions

58. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

59. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

60. def getCoxPHPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionCoxPH

61. def getCoxPHPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionCoxPH

62. def getCoxPHPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionCoxPH

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    Params

66. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

67. def getDetailedPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

68. def getDimReductionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionDimReduction

69. def getDimReductionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionDimReduction

70. def getDimReductionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionDimReduction

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

    

    Definition Classes

    H2OMOJOModel

72. def getExportCheckpointsDir(): String

    

73. def getFeatureImportances(): DataFrame

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModelBase

75. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

76. def getIgnoredCols(): Array[String]

    

    Definition Classes

    HasIgnoredColsOnMOJO

77. def getInit(): Double

    

78. def getInteractions(): Array[String]

    

79. def getInteractionsOnly(): Array[String]

    

80. def getLabelCol(): String

    

81. def getLreMin(): Double

    

82. def getMaxIterations(): Int

    

83. def getModelCategory(): String

    

    Definition Classes

    H2OMOJOModel

84. def getModelDetails(): String

    

    Definition Classes

    H2OMOJOModel

85. def getMojo(): File

    

    Attributes

    protected

    Definition Classes

    HasMojo

86. def getMultinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionMultinomial

87. def getMultinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionMultinomial

88. def getMultinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionMultinomial

89. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

90. def getOffsetCol(): String

    

    Definition Classes

    H2OSupervisedMOJOParams

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

    

    Definition Classes

    Params

92. def getOrdinalPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionOrdinal

93. def getOrdinalPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionOrdinal

94. def getOrdinalPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionOrdinal

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

    

    Definition Classes

    Params

96. def getPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

97. def getPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

98. def getPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPrediction

99. def getPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPrediction

100. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

101. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

102. def getRegressionPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

104. def getScoringHistory(): DataFrame

     

     Definition Classes

     H2OMOJOModel

105. def getSingleNodeMode(): Boolean

     

106. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

107. def getStartCol(): String

     

108. def getStopCol(): String

     

109. def getStratifyBy(): Array[String]

     

110. def getTies(): String

     

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

113. def getUseAllFactorLevels(): Boolean

     

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

     

     Definition Classes

     H2OMOJOModel

115. def getWeightCol(): String

     

116. def getWithContributions(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

117. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

118. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

119. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

120. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

121. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

122. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

124. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

125. def hasParent: Boolean

     

     Definition Classes

     Model

126. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

127. val init: DoubleParam

     

     Attributes

     protected

128. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

129. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

130. def intArrayParam(name: String, doc: String): IntArrayParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

131. def intParam(name: String, doc: String): IntParam

     

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     protected

     Definition Classes

     ParameterConstructorMethods

132. val interactions: NullableStringArrayParam

     

     Attributes

     protected

133. val interactionsOnly: NullableStringArrayParam

     

     Attributes

     protected

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

     

     Definition Classes

     Params

135. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

137. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

138. val labelCol: Param[String]

     

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     protected

139. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

145. def logInfo(msg: ⇒ String): Unit

     

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     Definition Classes

     Logging

146. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

151. def longParam(name: String, doc: String): LongParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

152. val lreMin: DoubleParam

     

     Attributes

     protected

153. val maxIterations: IntParam

     

     Attributes

     protected

154. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

155. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

156. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

158. final def notify(): Unit

     

     Definition Classes

     AnyRef

159. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

160. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

168. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

171. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

172. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

173. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

174. final val scoringHistory: NullableDataFrameParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

175. final def set(paramPair: ParamPair[_]): H2OCoxPHMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

176. final def set(param: String, value: Any): H2OCoxPHMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

177. final def set[T](param: Param[T], value: T): H2OCoxPHMOJOModel.this.type

     

     Definition Classes

     Params

178. final def setDefault(paramPairs: ParamPair[_]*): H2OCoxPHMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

179. final def setDefault[T](param: Param[T], value: T): H2OCoxPHMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

180. def setMojo(mojo: File): H2OCoxPHMOJOModel.this.type

     

     Definition Classes

     HasMojo

181. def setMojo(mojo: InputStream, mojoName: String): H2OCoxPHMOJOModel.this.type

     

     Definition Classes

     HasMojo

182. def setMojo(mojo: InputStream): H2OCoxPHMOJOModel.this.type

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

184. val singleNodeMode: BooleanParam

     

     Attributes

     protected

185. val startCol: NullableStringParam

     

     Attributes

     protected

186. val stopCol: NullableStringParam

     

     Attributes

     protected

187. val stratifyBy: NullableStringArrayParam

     

     Attributes

     protected

188. def stringArrayParam(name: String, doc: String): StringArrayParam

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     AnyRef

191. val ties: NullableStringParam

     

     Attributes

     protected

192. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

193. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

194. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

198. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedMOJOModel → H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

200. val uid: String

     

     Definition Classes

     H2OCoxPHMOJOModel → H2OSupervisedMOJOModel → H2OMOJOModel → Identifiable

201. 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

202. val useAllFactorLevels: BooleanParam

     

     Attributes

     protected

203. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

204. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

207. val weightCol: NullableStringParam

     

     Attributes

     protected

208. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

209. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

210. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

211. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

212. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable