H2OCoxPHMOJOModel

Value Members

1. final def !=(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def $[T](param: Param[T]): T

   

   Attributes

   protected

   Definition Classes

   Params

4. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

5. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

   

   Attributes

   protected

   Definition Classes

   H2OMOJOFlattenedInput

6. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

   

   Attributes

   protected

   Definition Classes

   H2OSupervisedMOJOModel → H2OMOJOModel → H2OMOJOFlattenedInput

7. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

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

   

   Attributes

   protected

   Definition Classes

   ParameterConstructorMethods

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

   

   Definition Classes

   Params

10. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

11. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

13. def copy(extra: ParamMap): H2OMOJOModel

    

    Definition Classes

    H2OMOJOModel → Model → Transformer → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

15. final val crossValidationMetrics: MapStringDoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModel

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

    

    Attributes

    protected

    Definition Classes

    Params

17. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Definition Classes

    AnyRef

21. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

23. def explainParams(): String

    

    Definition Classes

    Params

24. val exportCheckpointsDir: NullableStringParam

    

    Attributes

    protected

25. def extractAnomalyPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAnomaly

26. def extractAutoEncoderPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

27. def extractBinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionBinomial

28. def extractClusteringPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionClustering

29. def extractCoxPHPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionCoxPH

30. def extractDimReductionSimplePredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionDimReduction

31. def extractMultinomialPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionMultinomial

32. def extractOrdinalPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionOrdinal

33. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

35. def extractPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPrediction

36. def extractRegressionPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionRegression

37. def extractWordEmbeddingPredictionColContent(): Column

    

    Definition Classes

    H2OMOJOPredictionWordEmbedding

38. final val featureTypes: MapStringStringParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOModelBase

39. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

40. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    

    Definition Classes

    Params

43. def getAnomalyPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAnomaly

44. def getAnomalyPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAnomaly

45. def getAnomalyPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAnomaly

46. def getAutoEncoderPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

47. def getAutoEncoderPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

48. def getAutoEncoderPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionAutoEncoder

49. def getBinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionBinomial

50. def getBinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionBinomial

51. def getBinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionBinomial

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

    

    Definition Classes

    AnyRef → Any

53. def getClusteringPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionClustering

54. def getClusteringPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionClustering

55. def getClusteringPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionClustering

56. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    

    Attributes

    protected

    Definition Classes

    PredictionWithContributions

57. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

58. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

59. def getCoxPHPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionCoxPH

60. def getCoxPHPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionCoxPH

61. def getCoxPHPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionCoxPH

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    H2OMOJOModel

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

    

    Definition Classes

    Params

65. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

66. def getDetailedPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

67. def getDimReductionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionDimReduction

68. def getDimReductionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionDimReduction

69. def getDimReductionPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionDimReduction

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

    

    Definition Classes

    H2OMOJOModel

71. def getExportCheckpointsDir(): String

    

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

    

    Definition Classes

    H2OMOJOModelBase

73. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OBaseMOJOParams

74. def getIgnoredCols(): Array[String]

    

    Definition Classes

    HasIgnoredColsOnMOJO

75. def getInit(): Double

    

76. def getInteractions(): Array[String]

    

77. def getInteractionsOnly(): Array[String]

    

78. def getLabelCol(): String

    

79. def getLreMin(): Double

    

80. def getMaxIterations(): Int

    

81. def getModelCategory(): String

    

    Definition Classes

    H2OMOJOModel

82. def getModelDetails(): String

    

    Definition Classes

    H2OMOJOModel

83. def getMojo(): File

    

    Attributes

    protected

    Definition Classes

    HasMojo

84. def getMultinomialPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionMultinomial

85. def getMultinomialPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionMultinomial

86. def getMultinomialPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionMultinomial

87. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OBaseMOJOParams

88. def getOffsetCol(): String

    

    Definition Classes

    H2OSupervisedMOJOParams

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

    

    Definition Classes

    Params

90. def getOrdinalPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionOrdinal

91. def getOrdinalPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionOrdinal

92. def getOrdinalPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPredictionOrdinal

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

    

    Definition Classes

    Params

94. def getPredictionCol(): String

    

    Definition Classes

    H2OBaseMOJOParams

95. def getPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPrediction

96. def getPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPrediction

97. def getPredictionUDF(): UserDefinedFunction

    

    Definition Classes

    H2OMOJOPrediction

98. def getRegressionPredictionColSchema(): Seq[StructField]

    

    Definition Classes

    H2OMOJOPredictionRegression

99. def getRegressionPredictionSchema(): StructType

    

    Definition Classes

    H2OMOJOPredictionRegression

100. def getRegressionPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionRegression

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

     

     Attributes

     protected

     Definition Classes

     H2OMOJOFlattenedInput

102. def getSingleNodeMode(): Boolean

     

103. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

     

     Attributes

     protected

     Definition Classes

     PredictionWithStageProbabilities

104. def getStartCol(): String

     

105. def getStopCol(): String

     

106. def getStratifyBy(): Array[String]

     

107. def getTies(): String

     

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

     

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel

110. def getUseAllFactorLevels(): Boolean

     

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

     

     Definition Classes

     H2OMOJOModel

112. def getWeightCol(): String

     

113. def getWithContributions(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

114. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

115. def getWithLeafNodeAssignments(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

116. def getWithStageResults(): Boolean

     

     Definition Classes

     H2OBaseMOJOParams

117. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

118. def getWordEmbeddingPredictionSchema(): StructType

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

119. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

     

     Definition Classes

     H2OMOJOPredictionWordEmbedding

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

     

     Definition Classes

     Params

121. def hasParam(paramName: String): Boolean

     

     Definition Classes

     Params

122. def hasParent: Boolean

     

     Definition Classes

     Model

123. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

124. val init: DoubleParam

     

     Attributes

     protected

125. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

126. def inputColumnNames: Array[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

129. val interactions: NullableStringArrayParam

     

     Attributes

     protected

130. val interactionsOnly: NullableStringArrayParam

     

     Attributes

     protected

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

     

     Definition Classes

     Params

132. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

134. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

135. val labelCol: Param[String]

     

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     protected

136. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

142. def logInfo(msg: ⇒ String): Unit

     

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     Definition Classes

     Logging

143. def logName: String

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     Logging

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

149. val lreMin: DoubleParam

     

     Attributes

     protected

150. val maxIterations: IntParam

     

     Attributes

     protected

151. final val modelCategory: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

152. final val modelDetails: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

153. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

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

     

     Definition Classes

     AnyRef

155. final def notify(): Unit

     

     Definition Classes

     AnyRef

156. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

165. def outputColumnName: String

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel → H2OMOJOModelBase → H2OMOJOFlattenedInput

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     Params

168. var parent: Estimator[H2OMOJOModel]

     

     Definition Classes

     Model

169. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

170. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     HasMojo

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

     

     Definition Classes

     Model

180. val singleNodeMode: BooleanParam

     

     Attributes

     protected

181. val startCol: NullableStringParam

     

     Attributes

     protected

182. val stopCol: NullableStringParam

     

     Attributes

     protected

183. val stratifyBy: NullableStringArrayParam

     

     Attributes

     protected

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

     

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     

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     protected

     Definition Classes

     ParameterConstructorMethods

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

     

     Definition Classes

     AnyRef

187. val ties: NullableStringParam

     

     Attributes

     protected

188. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

189. final val trainingMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

190. final val trainingParams: MapStringStringParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

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

     

     Definition Classes

     H2OMOJOModel → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

194. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedMOJOModel → H2OMOJOModelBase → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

196. val uid: String

     

     Definition Classes

     H2OCoxPHMOJOModel → H2OSupervisedMOJOModel → H2OMOJOModel → Identifiable

197. val useAllFactorLevels: BooleanParam

     

     Attributes

     protected

198. final val validationMetrics: MapStringDoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOModel

199. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

202. val weightCol: NullableStringParam

     

     Attributes

     protected

203. final val withContributions: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

204. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

205. final val withLeafNodeAssignments: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

206. final val withStageResults: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OBaseMOJOParams

207. def write: MLWriter

     

     Definition Classes

     H2OMOJOWritable → MLWritable