H2OGLM

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 H2ODistributionParam(name: String): H2ODistributionParam

   

   Definition Classes

   H2OAlgoParams

6. final val allStringColumnsToCategorical: BooleanParam

   

   Attributes

   protected

   Definition Classes

   H2OCommonParams

7. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

8. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

   

   Attributes

   protected

   Definition Classes

   H2OAlgoParamsHelper

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

   

   Attributes

   protected

   Definition Classes

   H2OAlgoParamsHelper

10. final def clear(param: Param[_]): H2OGLM.this.type

    

    Definition Classes

    Params

11. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

12. final val columnsToCategorical: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

13. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

14. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

15. def copy(extra: ParamMap): H2OGLM.this.type

    

    Definition Classes

    H2OAlgorithm → Estimator → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

18. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

20. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Definition Classes

    AnyRef

23. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

25. def explainParams(): String

    

    Definition Classes

    Params

26. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

28. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

29. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

30. def fit(dataset: Dataset[_]): H2OMOJOModel

    

    Definition Classes

    H2OAlgorithm → Estimator

31. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

32. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

33. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

34. def floatParam(name: String, doc: Option[String] = None): FloatParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

36. final val foldCol: NullableStringParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

38. def getAllStringColumnsToCategorical(): Boolean

    

    Definition Classes

    H2OCommonParams

39. def getAlpha(): Array[Double]

    

    Definition Classes

    H2OGLMParams

40. def getBetaEpsilon(): Double

    

    Definition Classes

    H2OGLMParams

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

    

    Definition Classes

    AnyRef → Any

42. def getColumnsToCategorical(): Array[String]

    

    Definition Classes

    H2OCommonParams

43. def getComputePValues(): Boolean

    

    Definition Classes

    H2OGLMParams

44. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OCommonParams

45. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

47. def getDistribution(): DistributionFamily

    

    Definition Classes

    H2OAlgoParams

48. def getDoc(doc: Option[String], fieldName: String): String

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

49. def getEarlyStopping(): Boolean

    

    Definition Classes

    H2OGLMParams

50. def getExactLambdas(): Boolean

    

    Definition Classes

    H2OGLMParams

51. def getExcludedCols(): Seq[String]

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

52. def getFamily(): Family

    

    Definition Classes

    H2OGLMParams

53. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OCommonParams

54. def getFoldCol(): String

    

    Definition Classes

    H2OCommonParams

55. def getGradientEpsilon(): Double

    

    Definition Classes

    H2OGLMParams

56. def getH2ODoc(fieldName: String): String

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

57. def getInteractionPairs(): Array[(String, String)]

    

    Definition Classes

    H2OGLMParams

58. def getInteractions(): Array[String]

    

    Definition Classes

    H2OGLMParams

59. def getIntercept(): Boolean

    

    Definition Classes

    H2OGLMParams

60. def getKeepCrossValidationFoldAssignment(): Boolean

    

    Definition Classes

    H2OAlgoParams

61. def getKeepCrossValidationPredictions(): Boolean

    

    Definition Classes

    H2OAlgoParams

62. def getLabelCol(): String

    

    Definition Classes

    H2OCommonParams

63. def getLambda(): Array[Double]

    

    Definition Classes

    H2OGLMParams

64. def getLambdaMinRatio(): Double

    

    Definition Classes

    H2OGLMParams

65. def getLambdaSearch(): Boolean

    

    Definition Classes

    H2OGLMParams

66. def getLink(): Link

    

    Definition Classes

    H2OGLMParams

67. def getMaxIterations(): Int

    

    Definition Classes

    H2OGLMParams

68. def getMissingValuesHandling(): MissingValuesHandling

    

    Definition Classes

    H2OGLMParams

69. def getModelId(): String

    

    Definition Classes

    H2OAlgoParams

70. def getNfolds(): Int

    

    Definition Classes

    H2OCommonParams

71. def getNlambdas(): Int

    

    Definition Classes

    H2OGLMParams

72. def getNonNegative(): Boolean

    

    Definition Classes

    H2OGLMParams

73. def getObjReg(): Double

    

    Definition Classes

    H2OGLMParams

74. def getObjectiveEpsilon(): Double

    

    Definition Classes

    H2OGLMParams

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

    

    Definition Classes

    Params

76. def getParallelizeCrossValidation(): Boolean

    

    Definition Classes

    H2OAlgoParams

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

    

    Definition Classes

    DeprecatableParams → Params

78. def getPredictionCol(): String

    

    Definition Classes

    H2OAlgoParams

    Annotations

    @DeprecatedMethod( "getLabelCol" )

79. def getPrior(): Double

    

    Definition Classes

    H2OGLMParams

80. def getRemoveCollinearCols(): Boolean

    

    Definition Classes

    H2OGLMParams

81. def getSeed(): Long

    

    Definition Classes

    H2OCommonParams

82. def getSolver(): Solver

    

    Definition Classes

    H2OGLMParams

83. def getSplitRatio(): Double

    

    Definition Classes

    H2OCommonParams

84. def getStandardize(): Boolean

    

    Definition Classes

    H2OGLMParams

85. def getTrainRatio(): Double

    

    Definition Classes

    H2OAlgoParams

    Annotations

    @DeprecatedMethod( "getSplitRatio" )

86. def getTweedieLinkPower(): Double

    

    Definition Classes

    H2OGLMParams

87. def getTweedieVariancePower(): Double

    

    Definition Classes

    H2OGLMParams

88. def getWeightCol(): String

    

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

90. def hasParam(paramName: String): Boolean

    

    Definition Classes

    DeprecatableParams → Params

91. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

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

    

    Attributes

    protected

    Definition Classes

    Logging

93. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

94. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

96. def intParam(name: String, doc: Option[String] = None): IntParam

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Definition Classes

    Params

99. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

     

     Definition Classes

     Params

101. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

102. final val labelCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

103. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

109. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

110. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

115. def longParam(name: String, doc: Option[String] = None): LongParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

117. final val modelId: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     AnyRef

119. final val nfolds: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

120. final def notify(): Unit

     

     Definition Classes

     AnyRef

121. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

122. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

124. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

126. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

128. def param[T](name: String, doc: Option[String] = None): Param[T]

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

130. def paramTag: ClassTag[GLMParameters]

     

     Attributes

     protected

     Definition Classes

     H2OGLMParams → H2OAlgoParamsHelper

131. var parameters: GLMParameters

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

133. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame])

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmCommons

134. def renamingMap: Map[String, String]

     

     When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

     When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

     Attributes

     protected

     Definition Classes

     H2OAlgoParams → DeprecatableParams

135. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

136. def schemaTag: ClassTag[H2O_SCHEMA]

     

     Attributes

     protected

     Definition Classes

     H2OGLMParams → H2OAlgoParamsHelper

137. final val seed: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

138. final def set(paramPair: ParamPair[_]): H2OGLM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

139. final def set(param: String, value: Any): H2OGLM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

140. final def set[T](param: Param[T], value: T): H2OGLM.this.type

     

     Definition Classes

     Params

141. def setAllStringColumnsToCategorical(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

142. def setAlpha(value: Array[Double]): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

143. def setBetaEpsilon(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

144. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

145. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

146. def setComputePValues(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

147. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

148. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

149. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

150. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

151. def setDistribution(value: DistributionFamily): H2OGLM.this.type

     

     Definition Classes

     H2OAlgoParams

152. def setEarlyStopping(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

153. def setExactLambdas(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

154. def setFamily(value: Family): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

155. def setFeaturesCol(first: String): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

156. def setFeaturesCols(columnNames: Array[String]): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

157. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

158. def setFoldCol(columnName: String): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

159. def setGradientEpsilon(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

160. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

161. def setInteractions(value: Array[String]): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

162. def setIntercept(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

163. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OAlgoParams

164. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OAlgoParams

165. def setLabelCol(columnName: String): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

166. def setLambda(value: Array[Double]): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

167. def setLambdaMinRatio(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

168. def setLambdaSearch(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

169. def setLink(value: Link): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

170. def setMaxIterations(value: Int): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

171. def setMissingValuesHandling(value: MissingValuesHandling): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

172. def setModelId(id: String): H2OGLM.this.type

     

     Definition Classes

     H2OAlgoParams

173. def setNfolds(value: Int): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

174. def setNlambdas(value: Int): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

175. def setNonNegative(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

176. def setObjReg(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

177. def setObjectiveEpsilon(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

178. def setParallelizeCrossValidation(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OAlgoParams

179. def setPredictionCol(value: String): H2OGLM.this.type

     

     Definition Classes

     H2OAlgoParams

     Annotations

     @DeprecatedMethod( "setLabelCol" )

180. def setPrior(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

181. def setRemoveCollinearCols(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

182. def setSeed(value: Long): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

183. def setSolver(value: Solver): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

184. def setSplitRatio(ratio: Double): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

185. def setStandardize(value: Boolean): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

186. def setTrainRatio(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OAlgoParams

     Annotations

     @DeprecatedMethod( "setSplitRatio" )

187. def setTweedieLinkPower(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

188. def setTweedieVariancePower(value: Double): H2OGLM.this.type

     

     Definition Classes

     H2OGLMParams

189. def setWeightCol(columnName: String): H2OGLM.this.type

     

     Definition Classes

     H2OCommonParams

190. final val splitRatio: DoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

191. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

193. def stringParam(name: String, doc: Option[String] = None): Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     AnyRef

196. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

197. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

199. val uid: String

     

     Definition Classes

     H2OGLM → H2OGLM → Identifiable

200. def updateH2OParams(): Unit

     

     Update H2O params based on provided parameters to Spark Transformer/Estimator

     Update H2O params based on provided parameters to Spark Transformer/Estimator

     Definition Classes

     H2OGLMParams → H2OAlgoParams

201. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

204. final val weightCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

205. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable