H2OIsolationForestMOJOModel

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 buildTreeOneNode: BooleanParam

   

   Attributes

   protected

10. val categoricalEncoding: NullableStringParam

    

    Attributes

    protected

11. final def clear(param: Param[_]): H2OIsolationForestMOJOModel.this.type

    

    Definition Classes

    Params

12. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

13. val colSampleRateChangePerLevel: DoubleParam

    

    Attributes

    protected

14. val colSampleRatePerTree: DoubleParam

    

    Attributes

    protected

15. val contamination: DoubleParam

    

    Attributes

    protected

16. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

17. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

18. def copy(extra: ParamMap): H2OMOJOModel

    

    Definition Classes

    H2OMOJOModel → Model → Transformer → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

20. final val crossValidationMetrics: MapStringDoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

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

    

    Attributes

    protected

    Definition Classes

    Params

22. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Definition Classes

    AnyRef

26. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

28. def explainParams(): String

    

    Definition Classes

    Params

29. val exportCheckpointsDir: NullableStringParam

    

    Attributes

    protected

30. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

31. def extractAutoEncoderPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

32. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

33. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

34. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

35. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

36. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

37. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

38. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

40. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

41. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

42. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

43. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelBase

44. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

45. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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 getBuildTreeOneNode(): Boolean

    

58. def getCategoricalEncoding(): String

    

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

    

    Definition Classes

    AnyRef → Any

60. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

61. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

62. def getClusteringPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionClustering

63. def getColSampleRateChangePerLevel(): Double

    

64. def getColSampleRatePerTree(): Double

    

65. def getContamination(): Double

    

66. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithContributions

67. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

68. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

69. def getCoxPHPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionCoxPH

70. def getCoxPHPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionCoxPH

71. def getCoxPHPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionCoxPH

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    Params

75. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

76. def getDetailedPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

77. def getDimReductionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionDimReduction

78. def getDimReductionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionDimReduction

79. def getDimReductionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionDimReduction

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

    

    Definition Classes

    H2OMOJOModel

81. def getExportCheckpointsDir(): String

    

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

    

    Definition Classes

    H2OMOJOModelBase

83. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

84. def getIgnoreConstCols(): Boolean

    

85. def getIgnoredCols(): Array[String]

    

86. def getMaxDepth(): Int

    

87. def getMaxRuntimeSecs(): Double

    

88. def getMinRows(): 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 getMtries(): Int

    

93. def getMultinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionMultinomial

94. def getMultinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionMultinomial

95. def getMultinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionMultinomial

96. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

97. def getNtrees(): Int

    

    Definition Classes

    H2OTreeBasedMOJOParams

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

    

    Definition Classes

    Params

99. def getOrdinalPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionOrdinal

100. def getOrdinalPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionOrdinal

101. def getOrdinalPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionOrdinal

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

     

     Definition Classes

     Params

103. def getPredictionCol(): String

     

     Definition Classes

     H2OBaseMOJOParams

104. def getPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

105. def getPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPrediction

106. def getPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPrediction

107. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

108. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

109. def getRegressionPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

111. def getSampleRate(): Double

     

112. def getSampleSize(): Long

     

113. def getScoreEachIteration(): Boolean

     

114. def getScoreTreeInterval(): Int

     

115. def getSeed(): Long

     

116. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

117. def getStoppingMetric(): String

     

118. def getStoppingRounds(): Int

     

119. def getStoppingTolerance(): Double

     

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

123. def getWithContributions(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

124. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

125. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

126. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

127. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

128. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

129. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

131. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

132. def hasParent: Boolean

     

     Definition Classes

     Model

133. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

134. val ignoreConstCols: BooleanParam

     

     Attributes

     protected

135. val ignoredCols: NullableStringArrayParam

     

     Attributes

     protected

136. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

137. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

141. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

143. def isTraceEnabled(): Boolean

     

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     protected

     Definition Classes

     Logging

144. def log: Logger

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

150. def logInfo(msg: ⇒ String): Unit

     

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     Definition Classes

     Logging

151. def logName: String

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

157. val maxDepth: IntParam

     

     Attributes

     protected

158. val maxRuntimeSecs: DoubleParam

     

     Attributes

     protected

159. val minRows: DoubleParam

     

     Attributes

     protected

160. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

161. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

162. val mtries: IntParam

     

     Attributes

     protected

163. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

165. final def notify(): Unit

     

     Definition Classes

     AnyRef

166. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

167. final val ntrees: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OTreeBasedMOJOParams

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

176. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

179. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

180. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

181. val sampleRate: DoubleParam

     

     Attributes

     protected

182. val sampleSize: LongParam

     

     Attributes

     protected

183. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

184. val scoreEachIteration: BooleanParam

     

     Attributes

     protected

185. val scoreTreeInterval: IntParam

     

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     protected

186. val seed: LongParam

     

     Attributes

     protected

187. final def set(paramPair: ParamPair[_]): H2OIsolationForestMOJOModel.this.type

     

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     protected

     Definition Classes

     Params

188. final def set(param: String, value: Any): H2OIsolationForestMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

189. final def set[T](param: Param[T], value: T): H2OIsolationForestMOJOModel.this.type

     

     Definition Classes

     Params

190. final def setDefault(paramPairs: ParamPair[_]*): H2OIsolationForestMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

191. final def setDefault[T](param: Param[T], value: T): H2OIsolationForestMOJOModel.this.type

     

     Attributes

     protected

     Definition Classes

     Params

192. def setMojo(mojo: File): H2OIsolationForestMOJOModel.this.type

     

     Definition Classes

     HasMojo

193. def setMojo(mojo: InputStream, mojoName: String): H2OIsolationForestMOJOModel.this.type

     

     Definition Classes

     HasMojo

194. def setMojo(mojo: InputStream): H2OIsolationForestMOJOModel.this.type

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

196. val stoppingMetric: NullableStringParam

     

     Attributes

     protected

197. val stoppingRounds: IntParam

     

     Attributes

     protected

198. val stoppingTolerance: DoubleParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     AnyRef

202. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

203. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

204. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

208. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

210. val uid: String

     

     Definition Classes

     H2OIsolationForestMOJOModel → H2OTreeBasedUnsupervisedMOJOModel → H2OUnsupervisedMOJOModel → H2OMOJOModel → Identifiable

211. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

212. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

215. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

216. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

217. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

218. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

219. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable