H2OGBM

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. final val allStringColumnsToCategorical: BooleanParam

   

   Attributes

   protected

   Definition Classes

   H2OCommonParams

6. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

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

   

   Attributes

   protected

   Definition Classes

   H2OAlgoParamsHelper

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

   

   Attributes

   protected

   Definition Classes

   H2OAlgoParamsHelper

9. final val buildTreeOneNode: BooleanParam

   

   Definition Classes

   H2OAlgoSharedTreeParams

10. final def clear(param: Param[_]): H2OGBM.this.type

    

    Definition Classes

    Params

11. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

12. final val colSampleRateChangePerLevel: DoubleParam

    

    Definition Classes

    H2OAlgoSharedTreeParams

13. final val colSampleRatePerTree: DoubleParam

    

    Definition Classes

    H2OAlgoSharedTreeParams

14. final val columnsToCategorical: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

15. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOAlgoSharedParams

16. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOAlgoSharedParams

17. def copy(extra: ParamMap): H2OGBM.this.type

    

    Definition Classes

    H2OAlgorithm → Estimator → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

20. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOAlgoSharedParams

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

31. final val featuresCols: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOAlgoSharedParams

32. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

33. def fit(dataset: Dataset[_]): H2OTreeBasedSupervisedMOJOModel

    

    Definition Classes

    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

39. final val foldCol: NullableStringParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

41. def getAllStringColumnsToCategorical(): Boolean

    

    Definition Classes

    H2OCommonParams

42. def getBuildTreeOneNode(): Boolean

    

    Definition Classes

    H2OAlgoSharedTreeParams

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

    

    Definition Classes

    AnyRef → Any

44. def getColSampleRate(): Double

    

    Definition Classes

    H2OGBMParams

45. def getColSampleRateChangePerLevel(): Double

    

    Definition Classes

    H2OAlgoSharedTreeParams

46. def getColSampleRatePerTree(): Double

    

    Definition Classes

    H2OAlgoSharedTreeParams

47. def getColumnsToCategorical(): Array[String]

    

    Definition Classes

    H2OCommonParams

48. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

49. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

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

    

    Definition Classes

    Params

51. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OMOJOAlgoSharedParams

52. def getDistribution(): String

    

    Definition Classes

    H2OAlgoCommonParams

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

54. def getExcludedCols(): Seq[String]

    

    Attributes

    protected

    Definition Classes

    H2OCommonSupervisedParams → H2OCommonParams

55. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OCommonParams → H2OMOJOAlgoSharedParams

56. def getFoldCol(): String

    

    Definition Classes

    H2OCommonParams

57. def getH2ODoc(fieldName: String): String

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

58. def getHistogramType(): String

    

    Definition Classes

    H2OAlgoSharedTreeParams

59. def getKeepCrossValidationFoldAssignment(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

60. def getKeepCrossValidationPredictions(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

61. def getLabelCol(): String

    

    Definition Classes

    H2OCommonSupervisedParams

62. def getLearnRate(): Double

    

    Definition Classes

    H2OGBMParams

63. def getLearnRateAnnealing(): Double

    

    Definition Classes

    H2OGBMParams

64. def getMaxAbsLeafnodePred(): Double

    

    Definition Classes

    H2OGBMParams

65. def getMaxDepth(): Int

    

    Definition Classes

    H2OAlgoSharedTreeParams

66. def getMinRows(): Double

    

    Definition Classes

    H2OAlgoSharedTreeParams

67. def getMinSplitImprovement(): Double

    

    Definition Classes

    H2OAlgoSharedTreeParams

68. def getModelId(): String

    

    Definition Classes

    H2OAlgoCommonParams

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

    

    Definition Classes

    HasMonotoneConstraints

70. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

    

    Attributes

    protected

    Definition Classes

    HasMonotoneConstraints

71. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

72. def getNbins(): Int

    

    Definition Classes

    H2OAlgoSharedTreeParams

73. def getNbinsCats(): Int

    

    Definition Classes

    H2OAlgoSharedTreeParams

74. def getNbinsTopLevel(): Int

    

    Definition Classes

    H2OAlgoSharedTreeParams

75. def getNfolds(): Int

    

    Definition Classes

    H2OCommonParams

76. def getNtrees(): Int

    

    Definition Classes

    H2OTreeBasedSupervisedMOJOParams

77. def getOffsetCol(): String

    

    Definition Classes

    H2OSupervisedMOJOParams

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

    

    Definition Classes

    Params

79. def getParallelizeCrossValidation(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

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

    

    Definition Classes

    Params

81. def getPredNoiseBandwidth(): Double

    

    Definition Classes

    H2OGBMParams

82. def getPredictionCol(): String

    

    Definition Classes

    H2OMOJOAlgoSharedParams

83. def getR2Stopping(): Double

    

    Definition Classes

    H2OAlgoSharedTreeParams

    Annotations

    @DeprecatedMethod( ... )

84. def getSampleRate(): Double

    

    Definition Classes

    H2OAlgoSharedTreeParams

85. def getSampleRatePerClass(): Array[Double]

    

    Definition Classes

    H2OAlgoSharedTreeParams

86. def getScoreTreeInterval(): Int

    

    Definition Classes

    H2OAlgoSharedTreeParams

87. def getSeed(): Long

    

    Definition Classes

    H2OCommonParams

88. def getSplitRatio(): Double

    

    Definition Classes

    H2OCommonParams

89. def getStoppingMetric(): String

    

    Definition Classes

    HasStoppingCriteria

90. def getStoppingRounds(): Int

    

    Definition Classes

    HasStoppingCriteria

91. def getStoppingTolerance(): Double

    

    Definition Classes

    HasStoppingCriteria

92. def getWeightCol(): String

    

    Definition Classes

    H2OCommonParams

93. def getWithDetailedPredictionCol(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

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

    

    Definition Classes

    Params

95. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

96. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

97. final val histogramType: Param[String]

    

    Definition Classes

    H2OAlgoSharedTreeParams

98. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

104. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

106. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

107. final val labelCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OCommonSupervisedParams

108. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

114. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

115. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

122. final val maxDepth: IntParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

123. final val minRows: DoubleParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

124. final val minSplitImprovement: DoubleParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

125. final val modelId: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonParams

126. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

127. final val nbins: IntParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

128. final val nbinsCats: IntParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

129. final val nbinsTopLevel: IntParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

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

     

     Definition Classes

     AnyRef

131. final val nfolds: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

132. final def notify(): Unit

     

     Definition Classes

     AnyRef

133. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

134. final val ntrees: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OTreeBasedSupervisedMOJOParams

135. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

145. def paramTag: ClassTag[GBMParameters]

     

     Attributes

     protected

     Definition Classes

     H2OGBMParams → H2OAlgoParamsHelper

146. var parameters: GBMParameters

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

148. def preProcessBeforeFit(trainFrame: Frame): Unit

     

     Attributes

     protected

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm

149. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

150. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame], Array[String])

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonUtils

151. final val r2Stopping: DoubleParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

152. final val sampleRate: DoubleParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

153. final val sampleRatePerClass: NullableDoubleArrayParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

154. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

155. def schemaTag: ClassTag[H2O_SCHEMA]

     

     Attributes

     protected

     Definition Classes

     H2OGBMParams → H2OAlgoParamsHelper

156. final val scoreTreeInterval: IntParam

     

     Definition Classes

     H2OAlgoSharedTreeParams

157. final val seed: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

158. final def set(paramPair: ParamPair[_]): H2OGBM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

159. final def set(param: String, value: Any): H2OGBM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

160. final def set[T](param: Param[T], value: T): H2OGBM.this.type

     

     Definition Classes

     Params

161. def setAllStringColumnsToCategorical(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

162. def setBuildTreeOneNode(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

163. def setColSampleRate(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OGBMParams

164. def setColSampleRateChangePerLevel(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

165. def setColSampleRatePerTree(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

166. def setColumnsToCategorical(columns: Array[String]): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

167. def setColumnsToCategorical(first: String, others: String*): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

168. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

169. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

170. final def setDefault(paramPairs: ParamPair[_]*): H2OGBM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

171. final def setDefault[T](param: Param[T], value: T): H2OGBM.this.type

     

     Attributes

     protected

     Definition Classes

     Params

172. def setDetailedPredictionCol(columnName: String): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

173. def setDistribution(value: String): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoCommonParams

174. def setFeaturesCol(first: String): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

175. def setFeaturesCols(columnNames: Array[String]): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

176. def setFeaturesCols(first: String, others: String*): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

177. def setFoldCol(columnName: String): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

178. def setHistogramType(value: String): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

179. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoCommonParams

180. def setKeepCrossValidationPredictions(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoCommonParams

181. def setLabelCol(columnName: String): H2OGBM.this.type

     

     Definition Classes

     H2OCommonSupervisedParams

182. def setLearnRate(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OGBMParams

183. def setLearnRateAnnealing(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OGBMParams

184. def setMaxAbsLeafnodePred(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OGBMParams

185. def setMaxDepth(value: Int): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

186. def setMinRows(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

187. def setMinSplitImprovement(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

188. def setModelId(id: String): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoCommonParams

189. def setMonotoneConstraints(value: Map[String, Double]): H2OGBM.this.type

     

     Definition Classes

     HasMonotoneConstraints

190. def setNamedMojoOutputColumns(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

191. def setNbins(value: Int): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

192. def setNbinsCats(value: Int): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

193. def setNbinsTopLevel(value: Int): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

194. def setNfolds(value: Int): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

195. def setNtrees(value: Int): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

196. def setOffsetCol(columnName: String): H2OGBM.this.type

     

     Definition Classes

     H2OCommonSupervisedParams

197. def setParallelizeCrossValidation(value: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoCommonParams

198. def setPredNoiseBandwidth(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OGBMParams

199. def setPredictionCol(columnName: String): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

200. def setR2Stopping(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

     Annotations

     @DeprecatedMethod( ... )

201. def setSampleRate(value: Double): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

202. def setSampleRatePerClass(value: Array[Double]): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

203. def setScoreTreeInterval(value: Int): H2OGBM.this.type

     

     Definition Classes

     H2OAlgoSharedTreeParams

204. def setSeed(value: Long): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

205. def setSplitRatio(ratio: Double): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

206. def setStoppingMetric(value: String): H2OGBM.this.type

     

     Definition Classes

     HasStoppingCriteria

207. def setStoppingRounds(value: Int): H2OGBM.this.type

     

     Definition Classes

     HasStoppingCriteria

208. def setStoppingTolerance(value: Double): H2OGBM.this.type

     

     Definition Classes

     HasStoppingCriteria

209. def setWeightCol(columnName: String): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

210. def setWithDetailedPredictionCol(enabled: Boolean): H2OGBM.this.type

     

     Definition Classes

     H2OCommonParams

211. final val splitRatio: DoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     AnyRef

217. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

218. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

220. val uid: String

     

     Definition Classes

     H2OGBM → Identifiable

221. 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

     H2OGBMParams → H2OAlgoSharedTreeParams → H2OAlgoSupervisedParams → H2OAlgoCommonParams

222. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

225. final val weightCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

226. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

227. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable