H2OKMeansMOJOModel

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

   

   Attributes

   protected

   Definition Classes

   ParameterConstructorMethods

9. val categoricalEncoding: NullableStringParam

   

   Attributes

   protected

10. final def clear(param: Param[_]): H2OKMeansMOJOModel.this.type

    

    Definition Classes

    Params

11. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

12. val clusterSizeConstraints: NullableIntArrayParam

    

    Attributes

    protected

13. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

14. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

15. def copy(extra: ParamMap): H2OMOJOModel

    

    Definition Classes

    H2OMOJOModel → Model → Transformer → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

17. final val crossValidationMetrics: MapStringDoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

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

    

    Attributes

    protected

    Definition Classes

    Params

19. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Definition Classes

    AnyRef

23. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

24. val estimateK: BooleanParam

    

    Attributes

    protected

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

    

    Definition Classes

    Params

26. def explainParams(): String

    

    Definition Classes

    Params

27. val exportCheckpointsDir: NullableStringParam

    

    Attributes

    protected

28. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

29. def extractAutoEncoderPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

30. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

31. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

32. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

33. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

34. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

35. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

36. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

38. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

39. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

40. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

41. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelBase

42. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

43. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

45. val foldAssignment: NullableStringParam

    

    Attributes

    protected

46. val foldCol: NullableStringParam

    

    Attributes

    protected

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

    

    Definition Classes

    Params

48. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

49. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

50. def getAnomalyPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAnomaly

51. def getAutoEncoderPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

52. def getAutoEncoderPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

53. def getAutoEncoderPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

54. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

55. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

56. def getBinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionBinomial

57. def getCategoricalEncoding(): String

    

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

    

    Definition Classes

    AnyRef → Any

59. def getClusterSizeConstraints(): Array[Int]

    

60. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

61. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

62. def getClusteringPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionClustering

63. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithContributions

64. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

65. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

66. def getCoxPHPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionCoxPH

67. def getCoxPHPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionCoxPH

68. def getCoxPHPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionCoxPH

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    Params

72. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

73. def getDetailedPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

74. def getDimReductionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionDimReduction

75. def getDimReductionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionDimReduction

76. def getDimReductionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionDimReduction

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

    

    Definition Classes

    H2OMOJOModel

78. def getEstimateK(): Boolean

    

79. def getExportCheckpointsDir(): String

    

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

    

    Definition Classes

    H2OMOJOModelBase

81. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

82. def getFoldAssignment(): String

    

83. def getFoldCol(): String

    

84. def getIgnoreConstCols(): Boolean

    

85. def getIgnoredCols(): Array[String]

    

    Definition Classes

    HasIgnoredColsOnMOJO

86. def getInit(): String

    

87. def getK(): Int

    

88. def getKeepCrossValidationFoldAssignment(): Boolean

    

89. def getKeepCrossValidationModels(): Boolean

    

90. def getKeepCrossValidationPredictions(): Boolean

    

91. def getMaxIterations(): Int

    

92. def getMaxRuntimeSecs(): Double

    

93. def getModelCategory(): String

    

    Definition Classes

    H2OMOJOModel

94. def getModelDetails(): String

    

    Definition Classes

    H2OMOJOModel

95. def getMojo(): File

    

    Attributes

    protected

    Definition Classes

    HasMojo

96. def getMultinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionMultinomial

97. def getMultinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionMultinomial

98. def getMultinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionMultinomial

99. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

100. def getNfolds(): Int

     

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

     

     Definition Classes

     Params

102. def getOrdinalPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionOrdinal

103. def getOrdinalPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionOrdinal

104. def getOrdinalPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionOrdinal

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

     

     Definition Classes

     Params

106. def getPredictionCol(): String

     

     Definition Classes

     H2OBaseMOJOParams

107. def getPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

108. def getPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPrediction

109. def getPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPrediction

110. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

111. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

112. def getRegressionPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

114. def getScoreEachIteration(): Boolean

     

115. def getSeed(): Long

     

116. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

117. def getStandardize(): Boolean

     

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

121. def getWithContributions(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

122. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

123. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

124. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

125. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

126. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

127. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

129. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

130. def hasParent: Boolean

     

     Definition Classes

     Model

131. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

132. val ignoreConstCols: BooleanParam

     

     Attributes

     protected

133. val init: NullableStringParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     Logging

135. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

136. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

140. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

142. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

143. val k: IntParam

     

     Attributes

     protected

144. val keepCrossValidationFoldAssignment: BooleanParam

     

     Attributes

     protected

145. val keepCrossValidationModels: BooleanParam

     

     Attributes

     protected

146. val keepCrossValidationPredictions: BooleanParam

     

     Attributes

     protected

147. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

153. def logInfo(msg: ⇒ String): Unit

     

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     protected

     Definition Classes

     Logging

154. def logName: String

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

160. val maxIterations: IntParam

     

     Attributes

     protected

161. val maxRuntimeSecs: DoubleParam

     

     Attributes

     protected

162. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

163. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

164. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

166. val nfolds: IntParam

     

     Attributes

     protected

167. final def notify(): Unit

     

     Definition Classes

     AnyRef

168. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

177. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

180. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

181. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

182. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

183. val scoreEachIteration: BooleanParam

     

     Attributes

     protected

184. val seed: LongParam

     

     Attributes

     protected

185. final def set(paramPair: ParamPair[_]): H2OKMeansMOJOModel.this.type

     

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     protected

     Definition Classes

     Params

186. final def set(param: String, value: Any): H2OKMeansMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

187. final def set[T](param: Param[T], value: T): H2OKMeansMOJOModel.this.type

     

     Definition Classes

     Params

188. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansMOJOModel.this.type

     

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     protected

     Definition Classes

     Params

189. final def setDefault[T](param: Param[T], value: T): H2OKMeansMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

190. def setMojo(mojo: File): H2OKMeansMOJOModel.this.type

     

     Definition Classes

     HasMojo

191. def setMojo(mojo: InputStream, mojoName: String): H2OKMeansMOJOModel.this.type

     

     Definition Classes

     HasMojo

192. def setMojo(mojo: InputStream): H2OKMeansMOJOModel.this.type

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

194. val standardize: BooleanParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     AnyRef

198. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

199. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

200. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

204. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

206. val uid: String

     

     Definition Classes

     H2OKMeansMOJOModel → H2OUnsupervisedMOJOModel → H2OMOJOModel → Identifiable

207. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

208. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

211. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

212. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

213. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

214. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

215. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable