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 extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

35. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

36. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

37. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

39. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

40. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

41. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

42. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelBase

43. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

44. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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 getBuildTreeOneNode(): Boolean

    

57. def getCategoricalEncoding(): String

    

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

    

    Definition Classes

    AnyRef → Any

59. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

60. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

61. def getClusteringPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionClustering

62. def getColSampleRateChangePerLevel(): Double

    

63. def getColSampleRatePerTree(): Double

    

64. def getContamination(): Double

    

65. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithContributions

66. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

67. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    Params

71. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

72. def getDetailedPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

73. def getDimReductionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionDimReduction

74. def getDimReductionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionDimReduction

75. def getDimReductionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionDimReduction

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

    

    Definition Classes

    H2OMOJOModel

77. def getExportCheckpointsDir(): String

    

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

    

    Definition Classes

    H2OMOJOModelBase

79. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

80. def getIgnoreConstCols(): Boolean

    

81. def getIgnoredCols(): Array[String]

    

82. def getMaxDepth(): Int

    

83. def getMaxRuntimeSecs(): Double

    

84. def getMinRows(): Double

    

85. def getModelCategory(): String

    

    Definition Classes

    H2OMOJOModel

86. def getModelDetails(): String

    

    Definition Classes

    H2OMOJOModel

87. def getMojo(): File

    

    Attributes

    protected

    Definition Classes

    HasMojo

88. def getMtries(): Int

    

89. def getMultinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionMultinomial

90. def getMultinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionMultinomial

91. def getMultinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionMultinomial

92. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

93. def getNtrees(): Int

    

    Definition Classes

    H2OTreeBasedMOJOParams

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

    

    Definition Classes

    Params

95. def getOrdinalPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionOrdinal

96. def getOrdinalPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionOrdinal

97. def getOrdinalPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionOrdinal

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

    

    Definition Classes

    Params

99. def getPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

100. def getPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPrediction

101. def getPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPrediction

102. def getPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPrediction

103. def getRegressionPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionRegression

104. def getRegressionPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionRegression

105. def getRegressionPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

107. def getSampleRate(): Double

     

108. def getSampleSize(): Long

     

109. def getScoreEachIteration(): Boolean

     

110. def getScoreTreeInterval(): Int

     

111. def getSeed(): Long

     

112. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

113. def getStoppingMetric(): String

     

114. def getStoppingRounds(): Int

     

115. def getStoppingTolerance(): Double

     

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

     Annotations

     @DeprecatedMethod( ... , "3.34" )

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

     

     Definition Classes

     H2OMOJOModel

119. def getWithContributions(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

120. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

121. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

122. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

123. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

124. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

125. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

127. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

128. def hasParent: Boolean

     

     Definition Classes

     Model

129. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

130. val ignoreConstCols: BooleanParam

     

     Attributes

     protected

131. val ignoredCols: NullableStringArrayParam

     

     Attributes

     protected

132. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

133. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

137. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

139. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

140. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

146. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

147. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

153. val maxDepth: IntParam

     

     Attributes

     protected

154. val maxRuntimeSecs: DoubleParam

     

     Attributes

     protected

155. val minRows: DoubleParam

     

     Attributes

     protected

156. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

157. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

158. val mtries: IntParam

     

     Attributes

     protected

159. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

161. final def notify(): Unit

     

     Definition Classes

     AnyRef

162. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

163. final val ntrees: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OTreeBasedMOJOParams

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

171. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

174. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

175. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

176. val sampleRate: DoubleParam

     

     Attributes

     protected

177. val sampleSize: LongParam

     

     Attributes

     protected

178. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

179. val scoreEachIteration: BooleanParam

     

     Attributes

     protected

180. val scoreTreeInterval: IntParam

     

     Attributes

     protected

181. val seed: LongParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

191. val stoppingMetric: NullableStringParam

     

     Attributes

     protected

192. val stoppingRounds: IntParam

     

     Attributes

     protected

193. val stoppingTolerance: DoubleParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     AnyRef

197. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

198. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

199. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

203. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

205. val uid: String

     

     Definition Classes

     H2OIsolationForestMOJOModel → H2OTreeBasedUnsupervisedMOJOModel → H2OUnsupervisedMOJOModel → H2OMOJOModel → Identifiable

206. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

207. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

210. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

211. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

212. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

213. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

214. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable