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. 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[_]): H2OXGBoost.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): H2OXGBoost.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 getBackend(): Backend

    

    Definition Classes

    H2OXGBoostParams

40. def getBooster(): Booster

    

    Definition Classes

    H2OXGBoostParams

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

    

    Definition Classes

    AnyRef → Any

42. def getColSampleByLevel(): Double

    

    Definition Classes

    H2OXGBoostParams

43. def getColSampleRate(): Double

    

    Definition Classes

    H2OXGBoostParams

44. def getColSampleRatePerTree(): Double

    

    Definition Classes

    H2OXGBoostParams

45. def getColsampleBytree(): Double

    

    Definition Classes

    H2OXGBoostParams

46. def getColumnsToCategorical(): Array[String]

    

    Definition Classes

    H2OCommonParams

47. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OCommonParams

48. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OCommonParams

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

    

    Definition Classes

    Params

50. def getDistribution(): DistributionFamily

    

    Definition Classes

    H2OAlgoParams

51. def getDmatrixType(): DMatrixType

    

    Definition Classes

    H2OXGBoostParams

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

53. def getEta(): Double

    

    Definition Classes

    H2OXGBoostParams

54. def getExcludedCols(): Seq[String]

    

    Attributes

    protected

    Definition Classes

    H2OCommonParams

55. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OCommonParams

56. def getFoldCol(): String

    

    Definition Classes

    H2OCommonParams

57. def getGamma(): Float

    

    Definition Classes

    H2OXGBoostParams

58. def getGpuId(): Int

    

    Definition Classes

    H2OXGBoostParams

59. def getGrowPolicy(): GrowPolicy

    

    Definition Classes

    H2OXGBoostParams

60. def getH2ODoc(fieldName: String): String

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

61. def getInitialScoreInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

62. def getKeepCrossValidationFoldAssignment(): Boolean

    

    Definition Classes

    H2OAlgoParams

63. def getKeepCrossValidationPredictions(): Boolean

    

    Definition Classes

    H2OAlgoParams

64. def getLabelCol(): String

    

    Definition Classes

    H2OCommonParams

65. def getLearnRate(): Double

    

    Definition Classes

    H2OXGBoostParams

66. def getLearnRateAnnealing(): Double

    

    Definition Classes

    H2OXGBoostParams

67. def getMaxAbsLeafnodePred(): Float

    

    Definition Classes

    H2OXGBoostParams

68. def getMaxBins(): Int

    

    Definition Classes

    H2OXGBoostParams

69. def getMaxDeltaStep(): Float

    

    Definition Classes

    H2OXGBoostParams

70. def getMaxDepth(): Int

    

    Definition Classes

    H2OXGBoostParams

71. def getMaxLeaves(): Int

    

    Definition Classes

    H2OXGBoostParams

72. def getMinChildWeight(): Double

    

    Definition Classes

    H2OXGBoostParams

73. def getMinDataInLeaf(): Float

    

    Definition Classes

    H2OXGBoostParams

74. def getMinRows(): Double

    

    Definition Classes

    H2OXGBoostParams

75. def getMinSplitImprovement(): Float

    

    Definition Classes

    H2OXGBoostParams

76. def getMinSumHessianInLeaf(): Float

    

    Definition Classes

    H2OXGBoostParams

77. def getMissingValuesHandling(): MissingValuesHandling

    

    Definition Classes

    H2OXGBoostParams

78. def getModelId(): String

    

    Definition Classes

    H2OAlgoParams

79. def getNEstimators(): Int

    

    Definition Classes

    H2OXGBoostParams

80. def getNfolds(): Int

    

    Definition Classes

    H2OCommonParams

81. def getNormalizeType(): DartNormalizeType

    

    Definition Classes

    H2OXGBoostParams

82. def getNthread(): Int

    

    Definition Classes

    H2OXGBoostParams

83. def getNtrees(): Int

    

    Definition Classes

    H2OXGBoostParams

84. def getOneDrop(): Boolean

    

    Definition Classes

    H2OXGBoostParams

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

    

    Definition Classes

    Params

86. def getParallelizeCrossValidation(): Boolean

    

    Definition Classes

    H2OAlgoParams

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

    

    Definition Classes

    DeprecatableParams → Params

88. def getPredictionCol(): String

    

    Definition Classes

    H2OAlgoParams

    Annotations

    @DeprecatedMethod( "getLabelCol" )

89. def getQuietMode(): Boolean

    

    Definition Classes

    H2OXGBoostParams

90. def getRateDrop(): Float

    

    Definition Classes

    H2OXGBoostParams

91. def getRegAlpha(): Float

    

    Definition Classes

    H2OXGBoostParams

92. def getRegLambda(): Float

    

    Definition Classes

    H2OXGBoostParams

93. def getSampleRate(): Double

    

    Definition Classes

    H2OXGBoostParams

94. def getSampleType(): DartSampleType

    

    Definition Classes

    H2OXGBoostParams

95. def getScoreInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

96. def getScoreTreeInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

97. def getSeed(): Long

    

    Definition Classes

    H2OCommonParams

98. def getSkipDrop(): Float

    

    Definition Classes

    H2OXGBoostParams

99. def getSplitRatio(): Double

    

    Definition Classes

    H2OCommonParams

100. def getSubsample(): Double

     

     Definition Classes

     H2OXGBoostParams

101. def getTrainRatio(): Double

     

     Definition Classes

     H2OAlgoParams

     Annotations

     @DeprecatedMethod( "getSplitRatio" )

102. def getTreeMethod(): TreeMethod

     

     Definition Classes

     H2OXGBoostParams

103. def getWeightCol(): String

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     Params

105. def hasParam(paramName: String): Boolean

     

     Definition Classes

     DeprecatableParams → Params

106. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

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

     

     Attributes

     protected

     Definition Classes

     Logging

108. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

114. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

116. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

117. final val labelCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

118. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

124. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

125. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

132. final val modelId: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     AnyRef

134. final val nfolds: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

135. final def notify(): Unit

     

     Definition Classes

     AnyRef

136. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

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[XGBoostParameters]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

146. var parameters: XGBoostParameters

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgorithmCommons

149. 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

150. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

151. def schemaTag: ClassTag[H2O_SCHEMA]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

152. final val seed: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

195. def setMissingValuesHandling(value: MissingValuesHandling): H2OXGBoost.this.type

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OAlgoParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OAlgoParams

204. def setPredictionCol(value: String): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoParams

     Annotations

     @DeprecatedMethod( "setLabelCol" )

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

217. def setTrainRatio(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     H2OAlgoParams

     Annotations

     @DeprecatedMethod( "setSplitRatio" )

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

220. final val splitRatio: DoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     AnyRef

226. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

227. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

229. val uid: String

     

     Definition Classes

     H2OXGBoost → H2OXGBoost → Identifiable

230. 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 → H2OAlgoParams

231. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

234. final val weightCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

235. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable