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 extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

33. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

34. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

35. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

37. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

38. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

39. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

40. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelBase

41. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

42. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

44. val foldAssignment: NullableStringParam

    

    Attributes

    protected

45. val foldCol: NullableStringParam

    

    Attributes

    protected

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

    

    Definition Classes

    Params

47. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

48. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

49. def getAnomalyPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAnomaly

50. def getAutoEncoderPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

51. def getAutoEncoderPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

52. def getAutoEncoderPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

53. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

54. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

55. def getBinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionBinomial

56. def getCategoricalEncoding(): String

    

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

    

    Definition Classes

    AnyRef → Any

58. def getClusterSizeConstraints(): Array[Int]

    

59. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

60. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

61. def getClusteringPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionClustering

62. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithContributions

63. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

64. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    Params

68. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

69. def getDetailedPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

70. def getDimReductionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionDimReduction

71. def getDimReductionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionDimReduction

72. def getDimReductionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionDimReduction

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

    

    Definition Classes

    H2OMOJOModel

74. def getEstimateK(): Boolean

    

75. def getExportCheckpointsDir(): String

    

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

    

    Definition Classes

    H2OMOJOModelBase

77. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

78. def getFoldAssignment(): String

    

79. def getFoldCol(): String

    

80. def getIgnoreConstCols(): Boolean

    

81. def getIgnoredCols(): Array[String]

    

    Definition Classes

    HasIgnoredColsOnMOJO

82. def getInit(): String

    

83. def getK(): Int

    

84. def getKeepCrossValidationFoldAssignment(): Boolean

    

85. def getKeepCrossValidationModels(): Boolean

    

86. def getKeepCrossValidationPredictions(): Boolean

    

87. def getMaxIterations(): Int

    

88. def getMaxRuntimeSecs(): Double

    

89. def getModelCategory(): String

    

    Definition Classes

    H2OMOJOModel

90. def getModelDetails(): String

    

    Definition Classes

    H2OMOJOModel

91. def getMojo(): File

    

    Attributes

    protected

    Definition Classes

    HasMojo

92. def getMultinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionMultinomial

93. def getMultinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionMultinomial

94. def getMultinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionMultinomial

95. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

96. def getNfolds(): Int

    

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

    

    Definition Classes

    Params

98. def getOrdinalPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionOrdinal

99. def getOrdinalPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionOrdinal

100. def getOrdinalPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionOrdinal

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

     

     Definition Classes

     Params

102. def getPredictionCol(): String

     

     Definition Classes

     H2OBaseMOJOParams

103. def getPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

104. def getPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPrediction

105. def getPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPrediction

106. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

107. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

108. def getRegressionPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

110. def getScoreEachIteration(): Boolean

     

111. def getSeed(): Long

     

112. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

113. def getStandardize(): Boolean

     

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

     Annotations

     @DeprecatedMethod( ... , "3.34" )

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

     

     Definition Classes

     H2OMOJOModel

117. def getWithContributions(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

118. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

119. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

120. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

121. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

122. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

123. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

125. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

126. def hasParent: Boolean

     

     Definition Classes

     Model

127. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

128. val ignoreConstCols: BooleanParam

     

     Attributes

     protected

129. val init: NullableStringParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     Logging

131. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

132. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

136. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

138. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

139. val k: IntParam

     

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     protected

140. val keepCrossValidationFoldAssignment: BooleanParam

     

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     protected

141. val keepCrossValidationModels: BooleanParam

     

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     protected

142. val keepCrossValidationPredictions: BooleanParam

     

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     protected

143. def log: Logger

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

149. def logInfo(msg: ⇒ String): Unit

     

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     Definition Classes

     Logging

150. def logName: String

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

156. val maxIterations: IntParam

     

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     protected

157. val maxRuntimeSecs: DoubleParam

     

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     protected

158. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

159. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

160. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

162. val nfolds: IntParam

     

     Attributes

     protected

163. final def notify(): Unit

     

     Definition Classes

     AnyRef

164. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     Definition Classes

     ParameterConstructorMethods

173. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

176. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

177. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

178. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

179. val scoreEachIteration: BooleanParam

     

     Attributes

     protected

180. val seed: LongParam

     

     Attributes

     protected

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

     

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     protected

     Definition Classes

     Params

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

     

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     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

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     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

190. val standardize: BooleanParam

     

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     protected

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     AnyRef

194. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

195. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

196. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

200. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

202. val uid: String

     

     Definition Classes

     H2OKMeansMOJOModel → H2OUnsupervisedMOJOModel → H2OMOJOModel → Identifiable

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. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

208. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

209. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

210. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

211. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable