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[_]): 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(): 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 getOneDrop(): Boolean

    

    Definition Classes

    H2OXGBoostParams

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

    

    Definition Classes

    Params

88. def getParallelizeCrossValidation(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

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

    

    Definition Classes

    DeprecatableParams → Params

90. def getPredictionCol(): String

    

    Definition Classes

    H2OMOJOAlgoSharedParams

91. def getQuietMode(): Boolean

    

    Definition Classes

    H2OXGBoostParams

92. def getRateDrop(): Float

    

    Definition Classes

    H2OXGBoostParams

93. def getRegAlpha(): Float

    

    Definition Classes

    H2OXGBoostParams

94. def getRegLambda(): Float

    

    Definition Classes

    H2OXGBoostParams

95. def getSampleRate(): Double

    

    Definition Classes

    H2OXGBoostParams

96. def getSampleType(): String

    

    Definition Classes

    H2OXGBoostParams

97. def getScoreInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

98. def getScoreTreeInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

99. def getSeed(): Long

    

    Definition Classes

    H2OCommonParams

100. def getSkipDrop(): Float

     

     Definition Classes

     H2OXGBoostParams

101. def getSplitRatio(): Double

     

     Definition Classes

     H2OCommonParams

102. def getSubsample(): Double

     

     Definition Classes

     H2OXGBoostParams

103. def getTreeMethod(): String

     

     Definition Classes

     H2OXGBoostParams

104. def getWeightCol(): String

     

     Definition Classes

     H2OCommonParams

105. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Definition Classes

     Params

107. def hasParam(paramName: String): Boolean

     

     Definition Classes

     DeprecatableParams → Params

108. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

109. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

115. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

117. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

118. final val labelCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OCommonSupervisedParams

119. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

125. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

126. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

133. final val modelId: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonParams

134. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Definition Classes

     AnyRef

136. final val nfolds: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

137. final def notify(): Unit

     

     Definition Classes

     AnyRef

138. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

149. def paramTag: ClassTag[XGBoostParameters]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

150. var parameters: XGBoostParameters

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

152. def preProcessBeforeFit(trainFrame: Frame): Unit

     

     Attributes

     protected

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm

153. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonUtils

155. 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

156. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

157. def schemaTag: ClassTag[H2O_SCHEMA]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

158. final val seed: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

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

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

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

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( "setColSampleByTree" )

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OAlgoCommonParams

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

     

     Definition Classes

     H2OAlgoCommonParams

     Annotations

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

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

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

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

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

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OAlgoCommonParams

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

     

     Definition Classes

     H2OAlgoCommonParams

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

     

     Definition Classes

     H2OCommonSupervisedParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OAlgoCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

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

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OAlgoCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

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

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

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

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

236. final val splitRatio: DoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     AnyRef

242. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

243. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

245. val uid: String

     

     Definition Classes

     H2OXGBoost → Identifiable

246. 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

247. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

250. final val weightCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

251. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

252. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable