H2OXGBoost

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 def clear(param: Param[_]): H2OXGBoost.this.type

   

   Definition Classes

   Params

10. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

11. final val columnsToCategorical: StringArrayParam

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

12. final val convertInvalidNumbersToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOAlgoSharedParams

13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    

    Attributes

    protected

    Definition Classes

    H2OMOJOAlgoSharedParams

14. def copy(extra: ParamMap): H2OXGBoost.this.type

    

    Definition Classes

    H2OAlgorithm → Estimator → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

17. final val detailedPredictionCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    H2OMOJOAlgoSharedParams

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

    H2OMOJOAlgoSharedParams

29. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

30. def fit(dataset: Dataset[_]): H2OSupervisedMOJOModel

    

    Definition Classes

    H2OSupervisedAlgorithm → 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 getBackend(): String

    

    Definition Classes

    H2OXGBoostParams

40. def getBooster(): String

    

    Definition Classes

    H2OXGBoostParams

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

    

    Definition Classes

    AnyRef → Any

42. def getColSampleByLevel(): Double

    

    Definition Classes

    H2OXGBoostParams

43. def getColSampleByTree(): Double

    

    Definition Classes

    H2OXGBoostParams

44. def getColSampleRate(): Double

    

    Definition Classes

    H2OXGBoostParams

45. def getColSampleRatePerTree(): Double

    

    Definition Classes

    H2OXGBoostParams

46. def getColsampleBytree(): Double

    

    Definition Classes

    H2OXGBoostParams

    Annotations

    @DeprecatedMethod( "getColSampleByTree" )

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 getDmatrixType(): String

    

    Definition Classes

    H2OXGBoostParams

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

55. def getEta(): Double

    

    Definition Classes

    H2OXGBoostParams

56. def getExcludedCols(): Seq[String]

    

    Attributes

    protected

    Definition Classes

    H2OCommonSupervisedParams → H2OCommonParams

57. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OCommonParams → H2OMOJOAlgoSharedParams

58. def getFoldCol(): String

    

    Definition Classes

    H2OCommonParams

59. def getGamma(): Float

    

    Definition Classes

    H2OXGBoostParams

60. def getGpuId(): Int

    

    Definition Classes

    H2OXGBoostParams

61. def getGrowPolicy(): String

    

    Definition Classes

    H2OXGBoostParams

62. def getH2ODoc(fieldName: String): String

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

63. def getInitialScoreInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

64. def getKeepCrossValidationFoldAssignment(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

65. def getKeepCrossValidationPredictions(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

66. def getLabelCol(): String

    

    Definition Classes

    H2OCommonSupervisedParams

67. def getLearnRate(): Double

    

    Definition Classes

    H2OXGBoostParams

68. def getLearnRateAnnealing(): Double

    

    Definition Classes

    H2OXGBoostParams

69. def getMaxAbsLeafnodePred(): Float

    

    Definition Classes

    H2OXGBoostParams

70. def getMaxBins(): Int

    

    Definition Classes

    H2OXGBoostParams

71. def getMaxDeltaStep(): Float

    

    Definition Classes

    H2OXGBoostParams

72. def getMaxDepth(): Int

    

    Definition Classes

    H2OXGBoostParams

73. def getMaxLeaves(): Int

    

    Definition Classes

    H2OXGBoostParams

74. def getMinChildWeight(): Double

    

    Definition Classes

    H2OXGBoostParams

75. def getMinDataInLeaf(): Float

    

    Definition Classes

    H2OXGBoostParams

76. def getMinRows(): Double

    

    Definition Classes

    H2OXGBoostParams

77. def getMinSplitImprovement(): Float

    

    Definition Classes

    H2OXGBoostParams

78. def getMinSumHessianInLeaf(): Float

    

    Definition Classes

    H2OXGBoostParams

79. def getModelId(): String

    

    Definition Classes

    H2OAlgoCommonParams

80. def getNEstimators(): Int

    

    Definition Classes

    H2OXGBoostParams

81. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

82. def getNfolds(): Int

    

    Definition Classes

    H2OCommonParams

83. def getNormalizeType(): String

    

    Definition Classes

    H2OXGBoostParams

84. def getNthread(): Int

    

    Definition Classes

    H2OXGBoostParams

85. def getNtrees(): Int

    

    Definition Classes

    H2OXGBoostParams

86. def getOffsetCol(): String

    

    Definition Classes

    H2OSupervisedMOJOParams

87. def getOneDrop(): Boolean

    

    Definition Classes

    H2OXGBoostParams

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

    

    Definition Classes

    Params

89. def getParallelizeCrossValidation(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

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

    

    Definition Classes

    DeprecatableParams → Params

91. def getPredictionCol(): String

    

    Definition Classes

    H2OMOJOAlgoSharedParams

92. def getQuietMode(): Boolean

    

    Definition Classes

    H2OXGBoostParams

93. def getRateDrop(): Float

    

    Definition Classes

    H2OXGBoostParams

94. def getRegAlpha(): Float

    

    Definition Classes

    H2OXGBoostParams

95. def getRegLambda(): Float

    

    Definition Classes

    H2OXGBoostParams

96. def getSampleRate(): Double

    

    Definition Classes

    H2OXGBoostParams

97. def getSampleType(): String

    

    Definition Classes

    H2OXGBoostParams

98. def getScoreInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

99. def getScoreTreeInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

100. def getSeed(): Long

     

     Definition Classes

     H2OCommonParams

101. def getSkipDrop(): Float

     

     Definition Classes

     H2OXGBoostParams

102. def getSplitRatio(): Double

     

     Definition Classes

     H2OCommonParams

103. def getSubsample(): Double

     

     Definition Classes

     H2OXGBoostParams

104. def getTreeMethod(): String

     

     Definition Classes

     H2OXGBoostParams

105. def getWeightCol(): String

     

     Definition Classes

     H2OCommonParams

106. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Definition Classes

     Params

108. def hasParam(paramName: String): Boolean

     

     Definition Classes

     DeprecatableParams → Params

109. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

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

     

     Attributes

     protected

     Definition Classes

     Logging

111. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

117. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

119. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

120. final val labelCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OCommonSupervisedParams

121. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

127. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

128. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

135. final val modelId: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonParams

136. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Definition Classes

     AnyRef

138. final val nfolds: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

139. final def notify(): Unit

     

     Definition Classes

     AnyRef

140. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

149. final val offsetCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OSupervisedMOJOParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

152. def paramTag: ClassTag[XGBoostParameters]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

153. var parameters: XGBoostParameters

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

155. def preProcessBeforeFit(trainFrame: Frame): Unit

     

     Attributes

     protected

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm

156. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonUtils

158. 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

     H2OXGBoostParams → DeprecatableParams

159. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

160. def schemaTag: ClassTag[H2O_SCHEMA]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

161. final val seed: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

162. final def set(paramPair: ParamPair[_]): H2OXGBoost.this.type

     

     Attributes

     protected

     Definition Classes

     Params

163. final def set(param: String, value: Any): H2OXGBoost.this.type

     

     Attributes

     protected

     Definition Classes

     Params

164. final def set[T](param: Param[T], value: T): H2OXGBoost.this.type

     

     Definition Classes

     Params

165. def setAllStringColumnsToCategorical(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

166. def setBackend(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

167. def setBackend(value: Backend): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setBackend(value: String)" )

168. def setBooster(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

169. def setBooster(value: Booster): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setBooster(value: String)" )

170. def setColSampleByLevel(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

171. def setColSampleByTree(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

172. def setColSampleRate(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

173. def setColSampleRatePerTree(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

174. def setColsampleBytree(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setColSampleByTree" )

175. def setColumnsToCategorical(columns: Array[String]): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

176. def setColumnsToCategorical(first: String, others: String*): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

177. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

178. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

179. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoost.this.type

     

     Attributes

     protected

     Definition Classes

     Params

180. final def setDefault[T](param: Param[T], value: T): H2OXGBoost.this.type

     

     Attributes

     protected

     Definition Classes

     Params

181. def setDetailedPredictionCol(columnName: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

182. def setDistribution(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoCommonParams

183. def setDistribution(value: DistributionFamily): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoCommonParams

     Annotations

     @DeprecatedMethod( "setDistribution(value: String)" )

184. def setDmatrixType(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

185. def setDmatrixType(value: DMatrixType): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setDmatrixType(value: String)" )

186. def setEta(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

187. def setFeaturesCol(first: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

188. def setFeaturesCols(columnNames: Array[String]): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

189. def setFeaturesCols(first: String, others: String*): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

190. def setFoldCol(columnName: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

191. def setGamma(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

192. def setGpuId(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

193. def setGrowPolicy(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

194. def setGrowPolicy(value: GrowPolicy): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setGrowPolicy(value: String)" )

195. def setInitialScoreInterval(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

196. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoCommonParams

197. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoCommonParams

198. def setLabelCol(columnName: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonSupervisedParams

199. def setLearnRate(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

200. def setLearnRateAnnealing(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

201. def setMaxAbsLeafnodePred(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

202. def setMaxBins(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

203. def setMaxDeltaStep(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

204. def setMaxDepth(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

205. def setMaxLeaves(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

206. def setMinChildWeight(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

207. def setMinDataInLeaf(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

208. def setMinRows(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

209. def setMinSplitImprovement(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

210. def setMinSumHessianInLeaf(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

211. def setModelId(id: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoCommonParams

212. def setNEstimators(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

213. def setNamedMojoOutputColumns(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

214. def setNfolds(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

215. def setNormalizeType(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

216. def setNormalizeType(value: DartNormalizeType): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setNormalizeType(value: String)" )

217. def setNthread(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

218. def setNtrees(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

219. def setOffsetCol(columnName: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonSupervisedParams

220. def setOneDrop(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

221. def setParallelizeCrossValidation(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoCommonParams

222. def setPredictionCol(columnName: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

223. def setQuietMode(value: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

224. def setRateDrop(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

225. def setRegAlpha(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

226. def setRegLambda(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

227. def setSampleRate(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

228. def setSampleType(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

229. def setSampleType(value: DartSampleType): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setSampleType(value: String)" )

230. def setScoreInterval(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

231. def setScoreTreeInterval(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

232. def setSeed(value: Long): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

233. def setSkipDrop(value: Float): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

234. def setSplitRatio(ratio: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

235. def setSubsample(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

236. def setTreeMethod(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

237. def setTreeMethod(value: TreeMethod): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setTreeMethod(value: String)" )

238. def setWeightCol(columnName: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

239. def setWithDetailedPredictionCol(enabled: Boolean): H2OXGBoost.this.type

     

     Definition Classes

     H2OCommonParams

240. final val splitRatio: DoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     AnyRef

246. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

247. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

249. val uid: String

     

     Definition Classes

     H2OXGBoost → H2OXGBoost → Identifiable

250. 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

     H2OXGBoostParams → H2OAlgoSupervisedParams → H2OAlgoCommonParams

251. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

254. final val weightCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

255. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

256. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable