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[_]): H2OTreeBasedSupervisedMOJOModel

    

    Definition Classes

    H2OTreeBasedSupervisedAlgorithm → 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 getColumnsToCategorical(): Array[String]

    

    Definition Classes

    H2OCommonParams

47. def getConvertInvalidNumbersToNa(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

48. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

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

    

    Definition Classes

    Params

50. def getDetailedPredictionCol(): String

    

    Definition Classes

    H2OMOJOAlgoSharedParams

51. def getDistribution(): String

    

    Definition Classes

    H2OAlgoCommonParams

52. def getDmatrixType(): String

    

    Definition Classes

    H2OXGBoostParams

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

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

54. def getEta(): Double

    

    Definition Classes

    H2OXGBoostParams

55. def getExcludedCols(): Seq[String]

    

    Attributes

    protected

    Definition Classes

    H2OCommonSupervisedParams → H2OCommonParams

56. def getFeaturesCols(): Array[String]

    

    Definition Classes

    H2OCommonParams → H2OMOJOAlgoSharedParams

57. def getFoldCol(): String

    

    Definition Classes

    H2OCommonParams

58. def getGamma(): Float

    

    Definition Classes

    H2OXGBoostParams

59. def getGpuId(): Int

    

    Definition Classes

    H2OXGBoostParams

60. def getGrowPolicy(): String

    

    Definition Classes

    H2OXGBoostParams

61. def getH2ODoc(fieldName: String): String

    

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsHelper

62. def getInitialScoreInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

63. def getKeepCrossValidationFoldAssignment(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

64. def getKeepCrossValidationPredictions(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

65. def getLabelCol(): String

    

    Definition Classes

    H2OCommonSupervisedParams

66. def getLearnRate(): Double

    

    Definition Classes

    H2OXGBoostParams

67. def getLearnRateAnnealing(): Double

    

    Definition Classes

    H2OXGBoostParams

68. def getMaxAbsLeafnodePred(): Float

    

    Definition Classes

    H2OXGBoostParams

69. def getMaxBins(): Int

    

    Definition Classes

    H2OXGBoostParams

70. def getMaxDeltaStep(): Float

    

    Definition Classes

    H2OXGBoostParams

71. def getMaxDepth(): Int

    

    Definition Classes

    H2OXGBoostParams

72. def getMaxLeaves(): Int

    

    Definition Classes

    H2OXGBoostParams

73. def getMinChildWeight(): Double

    

    Definition Classes

    H2OXGBoostParams

74. def getMinDataInLeaf(): Float

    

    Definition Classes

    H2OXGBoostParams

75. def getMinRows(): Double

    

    Definition Classes

    H2OXGBoostParams

76. def getMinSplitImprovement(): Float

    

    Definition Classes

    H2OXGBoostParams

77. def getMinSumHessianInLeaf(): Float

    

    Definition Classes

    H2OXGBoostParams

78. def getModelId(): String

    

    Definition Classes

    H2OAlgoCommonParams

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

    

    Definition Classes

    HasMonotoneConstraints

80. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

    

    Attributes

    protected

    Definition Classes

    HasMonotoneConstraints

81. def getNEstimators(): Int

    

    Definition Classes

    H2OXGBoostParams

    Annotations

    @DeprecatedMethod( ... )

82. def getNamedMojoOutputColumns(): Boolean

    

    Definition Classes

    H2OMOJOAlgoSharedParams

83. def getNfolds(): Int

    

    Definition Classes

    H2OCommonParams

84. def getNormalizeType(): String

    

    Definition Classes

    H2OXGBoostParams

85. def getNthread(): Int

    

    Definition Classes

    H2OXGBoostParams

86. def getNtrees(): Int

    

    Definition Classes

    H2OTreeBasedSupervisedMOJOParams

87. def getOffsetCol(): String

    

    Definition Classes

    H2OSupervisedMOJOParams

88. def getOneDrop(): Boolean

    

    Definition Classes

    H2OXGBoostParams

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

    

    Definition Classes

    Params

90. def getParallelizeCrossValidation(): Boolean

    

    Definition Classes

    H2OAlgoCommonParams

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

    

    Definition Classes

    DeprecatableParams → Params

92. def getPredictionCol(): String

    

    Definition Classes

    H2OMOJOAlgoSharedParams

93. def getQuietMode(): Boolean

    

    Definition Classes

    H2OXGBoostParams

94. def getRateDrop(): Float

    

    Definition Classes

    H2OXGBoostParams

95. def getRegAlpha(): Float

    

    Definition Classes

    H2OXGBoostParams

96. def getRegLambda(): Float

    

    Definition Classes

    H2OXGBoostParams

97. def getSampleRate(): Double

    

    Definition Classes

    H2OXGBoostParams

98. def getSampleType(): String

    

    Definition Classes

    H2OXGBoostParams

99. def getScoreInterval(): Int

    

    Definition Classes

    H2OXGBoostParams

100. def getScoreTreeInterval(): Int

     

     Definition Classes

     H2OXGBoostParams

101. def getSeed(): Long

     

     Definition Classes

     H2OCommonParams

102. def getSkipDrop(): Float

     

     Definition Classes

     H2OXGBoostParams

103. def getSplitRatio(): Double

     

     Definition Classes

     H2OCommonParams

104. def getStoppingMetric(): String

     

     Definition Classes

     HasStoppingCriteria

105. def getStoppingRounds(): Int

     

     Definition Classes

     HasStoppingCriteria

106. def getStoppingTolerance(): Double

     

     Definition Classes

     HasStoppingCriteria

107. def getSubsample(): Double

     

     Definition Classes

     H2OXGBoostParams

108. def getTreeMethod(): String

     

     Definition Classes

     H2OXGBoostParams

109. def getWeightCol(): String

     

     Definition Classes

     H2OCommonParams

110. def getWithDetailedPredictionCol(): Boolean

     

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Definition Classes

     Params

112. def hasParam(paramName: String): Boolean

     

     Definition Classes

     DeprecatableParams → Params

113. def hashCode(): Int

     

     Definition Classes

     AnyRef → Any

114. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

120. final def isInstanceOf[T0]: Boolean

     

     Definition Classes

     Any

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

     

     Definition Classes

     Params

122. def isTraceEnabled(): Boolean

     

     Attributes

     protected

     Definition Classes

     Logging

123. final val labelCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OCommonSupervisedParams

124. def log: Logger

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

130. def logInfo(msg: ⇒ String): Unit

     

     Attributes

     protected

     Definition Classes

     Logging

131. def logName: String

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     Logging

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

138. final val modelId: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonParams

139. final val namedMojoOutputColumns: Param[Boolean]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Definition Classes

     AnyRef

141. final val nfolds: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

142. final def notify(): Unit

     

     Definition Classes

     AnyRef

143. final def notifyAll(): Unit

     

     Definition Classes

     AnyRef

144. final val ntrees: IntParam

     

     Attributes

     protected

     Definition Classes

     H2OTreeBasedSupervisedMOJOParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

155. def paramTag: ClassTag[XGBoostParameters]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

156. var parameters: XGBoostParameters

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     Params

158. def preProcessBeforeFit(trainFrame: Frame): Unit

     

     Attributes

     protected

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm

159. final val predictionCol: Param[String]

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoCommonUtils

161. 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

162. def save(path: String): Unit

     

     Definition Classes

     MLWritable

     Annotations

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

163. def schemaTag: ClassTag[H2O_SCHEMA]

     

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams → H2OAlgoParamsHelper

164. final val seed: LongParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     Params

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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 setMonotoneConstraints(value: Map[String, Double]): H2OXGBoost.this.type

     

     Definition Classes

     HasMonotoneConstraints

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

     

     Definition Classes

     H2OXGBoostParams

     Annotations

     @DeprecatedMethod( ... )

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonSupervisedParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OAlgoCommonParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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 setStoppingMetric(value: String): H2OXGBoost.this.type

     

     Definition Classes

     HasStoppingCriteria

232. def setStoppingRounds(value: Int): H2OXGBoost.this.type

     

     Definition Classes

     HasStoppingCriteria

233. def setStoppingTolerance(value: Double): H2OXGBoost.this.type

     

     Definition Classes

     HasStoppingCriteria

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OXGBoostParams

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

     

     Definition Classes

     H2OCommonParams

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

     

     Definition Classes

     H2OCommonParams

238. final val splitRatio: DoubleParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Attributes

     protected

     Definition Classes

     H2OAlgoParamsHelper

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

     

     Definition Classes

     AnyRef

244. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

245. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

247. val uid: String

     

     Definition Classes

     H2OXGBoost → Identifiable

248. 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

249. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

252. final val weightCol: NullableStringParam

     

     Attributes

     protected

     Definition Classes

     H2OCommonParams

253. final val withDetailedPredictionCol: BooleanParam

     

     Attributes

     protected

     Definition Classes

     H2OMOJOAlgoSharedParams

254. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable