t

ai.h2o.sparkling.ml.params

H2OXGBoostParams

trait H2OXGBoostParams extends H2OAlgoSupervisedParams[XGBoostParameters] with H2OTreeBasedSupervisedMOJOParams with HasMonotoneConstraints with HasStoppingCriteria[XGBoostParameters]

Linear Supertypes
HasStoppingCriteria[XGBoostParameters], HasMonotoneConstraints, H2OTreeBasedSupervisedMOJOParams, H2OAlgoSupervisedParams[XGBoostParameters], H2OAlgoCommonParams[XGBoostParameters], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[XGBoostParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OXGBoost
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OXGBoostParams
  2. HasStoppingCriteria
  3. HasMonotoneConstraints
  4. H2OTreeBasedSupervisedMOJOParams
  5. H2OAlgoSupervisedParams
  6. H2OAlgoCommonParams
  7. H2OCommonSupervisedParams
  8. H2OCommonParams
  9. H2OSupervisedMOJOParams
  10. H2OMOJOAlgoSharedParams
  11. Logging
  12. Logging
  13. H2OAlgoParamsHelper
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Type Members

  1. type H2O_SCHEMA = XGBoostParametersV3
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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 def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. final def clear(param: Param[_]): H2OXGBoostParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  11. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  27. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  29. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  30. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  31. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  33. def getBackend(): String
  34. def getBooster(): String
  35. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  36. def getColSampleByLevel(): Double
  37. def getColSampleByTree(): Double
  38. def getColSampleRate(): Double
  39. def getColSampleRatePerTree(): Double
  40. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  41. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  42. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  43. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  45. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  46. def getDmatrixType(): String
  47. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  48. def getEta(): Double
  49. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  50. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  51. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  52. def getGainsliftBins(): Int
  53. def getGamma(): Float
  54. def getGpuId(): Int
  55. def getGrowPolicy(): String
  56. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  57. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  58. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  59. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  60. def getLearnRate(): Double
  61. def getMaxAbsLeafnodePred(): Float
  62. def getMaxBins(): Int
  63. def getMaxDeltaStep(): Float
  64. def getMaxDepth(): Int
  65. def getMaxLeaves(): Int
  66. def getMinChildWeight(): Double
  67. def getMinDataInLeaf(): Float
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  68. def getMinRows(): Double
  69. def getMinSplitImprovement(): Float
  70. def getMinSumHessianInLeaf(): Float
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  71. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  72. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  73. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  74. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  75. def getNormalizeType(): String
  76. def getNthread(): Int
  77. def getNtrees(): Int
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  78. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  79. def getOneDrop(): Boolean
  80. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  81. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  82. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  83. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  84. def getQuietMode(): Boolean
  85. def getRateDrop(): Float
  86. def getRegAlpha(): Float
  87. def getRegLambda(): Float
  88. def getSampleRate(): Double
  89. def getSampleType(): String
  90. def getScoreTreeInterval(): Int
  91. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  92. def getSkipDrop(): Float
  93. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  94. def getStoppingMetric(): String
    Definition Classes
    HasStoppingCriteria
  95. def getStoppingRounds(): Int
    Definition Classes
    HasStoppingCriteria
  96. def getStoppingTolerance(): Double
    Definition Classes
    HasStoppingCriteria
  97. def getSubsample(): Double
  98. def getTreeMethod(): String
  99. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  100. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  101. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  102. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  103. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  104. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  105. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  106. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  108. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  109. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  110. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  111. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  112. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  113. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  114. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  115. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  116. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  117. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  124. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  126. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  127. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  129. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  130. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  131. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  132. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  133. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  134. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  135. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  136. final val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  137. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  138. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  139. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  140. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  141. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  142. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  143. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  144. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  145. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  146. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  147. def paramTag: ClassTag[XGBoostParameters]
    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper
  148. val parameters: XGBoostParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  149. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  150. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  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[_]): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  154. final def set(param: String, value: Any): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  155. final def set[T](param: Param[T], value: T): H2OXGBoostParams.this.type
    Definition Classes
    Params
  156. def setAllStringColumnsToCategorical(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  157. def setBackend(value: String): H2OXGBoostParams.this.type
  158. def setBooster(value: String): H2OXGBoostParams.this.type
  159. def setColSampleByLevel(value: Double): H2OXGBoostParams.this.type
  160. def setColSampleByTree(value: Double): H2OXGBoostParams.this.type
  161. def setColSampleRate(value: Double): H2OXGBoostParams.this.type
  162. def setColSampleRatePerTree(value: Double): H2OXGBoostParams.this.type
  163. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  164. def setColumnsToCategorical(columns: Array[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  165. def setColumnsToCategorical(first: String, others: String*): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  166. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  167. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  168. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  169. final def setDefault[T](param: Param[T], value: T): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  170. def setDetailedPredictionCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  171. def setDistribution(value: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  172. def setDmatrixType(value: String): H2OXGBoostParams.this.type
  173. def setEta(value: Double): H2OXGBoostParams.this.type
  174. def setFeaturesCol(first: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  175. def setFeaturesCols(columnNames: ArrayList[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  176. def setFeaturesCols(columnNames: Array[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  177. def setFeaturesCols(first: String, others: String*): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  178. def setFoldCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  179. def setGainsliftBins(value: Int): H2OXGBoostParams.this.type
  180. def setGamma(value: Float): H2OXGBoostParams.this.type
  181. def setGpuId(value: Int): H2OXGBoostParams.this.type
  182. def setGrowPolicy(value: String): H2OXGBoostParams.this.type
  183. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  184. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  185. def setLabelCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  186. def setLearnRate(value: Double): H2OXGBoostParams.this.type
  187. def setMaxAbsLeafnodePred(value: Float): H2OXGBoostParams.this.type
  188. def setMaxBins(value: Int): H2OXGBoostParams.this.type
  189. def setMaxDeltaStep(value: Float): H2OXGBoostParams.this.type
  190. def setMaxDepth(value: Int): H2OXGBoostParams.this.type
  191. def setMaxLeaves(value: Int): H2OXGBoostParams.this.type
  192. def setMinChildWeight(value: Double): H2OXGBoostParams.this.type
  193. def setMinDataInLeaf(value: Float): H2OXGBoostParams.this.type
    Annotations
    @DeprecatedMethod( x$8 , x$7 )
  194. def setMinRows(value: Double): H2OXGBoostParams.this.type
  195. def setMinSplitImprovement(value: Float): H2OXGBoostParams.this.type
  196. def setMinSumHessianInLeaf(value: Float): H2OXGBoostParams.this.type
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  197. def setModelId(id: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  198. def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoostParams.this.type
    Definition Classes
    HasMonotoneConstraints
  199. def setNamedMojoOutputColumns(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  200. def setNfolds(value: Int): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  201. def setNormalizeType(value: String): H2OXGBoostParams.this.type
  202. def setNthread(value: Int): H2OXGBoostParams.this.type
  203. def setNtrees(value: Int): H2OXGBoostParams.this.type
  204. def setOffsetCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  205. def setOneDrop(value: Boolean): H2OXGBoostParams.this.type
  206. def setParallelizeCrossValidation(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  207. def setPredictionCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  208. def setQuietMode(value: Boolean): H2OXGBoostParams.this.type
  209. def setRateDrop(value: Float): H2OXGBoostParams.this.type
  210. def setRegAlpha(value: Float): H2OXGBoostParams.this.type
  211. def setRegLambda(value: Float): H2OXGBoostParams.this.type
  212. def setSampleRate(value: Double): H2OXGBoostParams.this.type
  213. def setSampleType(value: String): H2OXGBoostParams.this.type
  214. def setScoreTreeInterval(value: Int): H2OXGBoostParams.this.type
  215. def setSeed(value: Long): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  216. def setSkipDrop(value: Float): H2OXGBoostParams.this.type
  217. def setSplitRatio(ratio: Double): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  218. def setStoppingMetric(value: String): H2OXGBoostParams.this.type
    Definition Classes
    HasStoppingCriteria
  219. def setStoppingRounds(value: Int): H2OXGBoostParams.this.type
    Definition Classes
    HasStoppingCriteria
  220. def setStoppingTolerance(value: Double): H2OXGBoostParams.this.type
    Definition Classes
    HasStoppingCriteria
  221. def setSubsample(value: Double): H2OXGBoostParams.this.type
  222. def setTreeMethod(value: String): H2OXGBoostParams.this.type
  223. def setWeightCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  224. def setWithContributions(enabled: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  225. def setWithDetailedPredictionCol(enabled: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  226. def setWithLeafNodeAssignments(enabled: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  227. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  228. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  229. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  230. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  231. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  232. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  233. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  234. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  235. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  236. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  237. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  238. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  239. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  240. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from HasStoppingCriteria[XGBoostParameters]

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OAlgoSupervisedParams[XGBoostParameters]

Inherited from H2OAlgoCommonParams[XGBoostParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[XGBoostParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped