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
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  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
  68. def getMinRows(): Double
  69. def getMinSplitImprovement(): Float
  70. def getMinSumHessianInLeaf(): Float
  71. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  72. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  73. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]
    Attributes
    protected
    Definition Classes
    HasMonotoneConstraints
  74. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  75. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  76. def getNormalizeType(): String
  77. def getNthread(): Int
  78. def getNtrees(): Int
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  79. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  80. def getOneDrop(): Boolean
  81. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  82. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  83. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  84. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  85. def getQuietMode(): Boolean
  86. def getRateDrop(): Float
  87. def getRegAlpha(): Float
  88. def getRegLambda(): Float
  89. def getSampleRate(): Double
  90. def getSampleType(): String
  91. def getScoreTreeInterval(): Int
  92. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  93. def getSkipDrop(): Float
  94. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  95. def getStoppingMetric(): String
    Definition Classes
    HasStoppingCriteria
  96. def getStoppingRounds(): Int
    Definition Classes
    HasStoppingCriteria
  97. def getStoppingTolerance(): Double
    Definition Classes
    HasStoppingCriteria
  98. def getSubsample(): Double
  99. def getTreeMethod(): String
  100. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  101. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  102. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  103. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  104. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  105. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  106. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  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
    H2OCommonSupervisedParams
  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
    H2OAlgoCommonParams
  133. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  134. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  135. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  136. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  137. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  138. final val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  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. val parameters: XGBoostParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  151. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  152. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  153. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper
  154. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  155. final def set(paramPair: ParamPair[_]): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. final def set(param: String, value: Any): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  157. final def set[T](param: Param[T], value: T): H2OXGBoostParams.this.type
    Definition Classes
    Params
  158. def setAllStringColumnsToCategorical(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  159. def setBackend(value: String): H2OXGBoostParams.this.type
  160. def setBooster(value: String): H2OXGBoostParams.this.type
  161. def setColSampleByLevel(value: Double): H2OXGBoostParams.this.type
  162. def setColSampleByTree(value: Double): H2OXGBoostParams.this.type
  163. def setColSampleRate(value: Double): H2OXGBoostParams.this.type
  164. def setColSampleRatePerTree(value: Double): H2OXGBoostParams.this.type
  165. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  166. def setColumnsToCategorical(columns: Array[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  167. def setColumnsToCategorical(first: String, others: String*): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  168. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  169. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  170. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  171. final def setDefault[T](param: Param[T], value: T): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  172. def setDetailedPredictionCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  173. def setDistribution(value: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  174. def setDmatrixType(value: String): H2OXGBoostParams.this.type
  175. def setEta(value: Double): H2OXGBoostParams.this.type
  176. def setFeaturesCol(first: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  177. def setFeaturesCols(columnNames: ArrayList[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  178. def setFeaturesCols(columnNames: Array[String]): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  179. def setFeaturesCols(first: String, others: String*): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  180. def setFoldCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  181. def setGainsliftBins(value: Int): H2OXGBoostParams.this.type
  182. def setGamma(value: Float): H2OXGBoostParams.this.type
  183. def setGpuId(value: Int): H2OXGBoostParams.this.type
  184. def setGrowPolicy(value: String): H2OXGBoostParams.this.type
  185. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  186. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  187. def setLabelCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  188. def setLearnRate(value: Double): H2OXGBoostParams.this.type
  189. def setMaxAbsLeafnodePred(value: Float): H2OXGBoostParams.this.type
  190. def setMaxBins(value: Int): H2OXGBoostParams.this.type
  191. def setMaxDeltaStep(value: Float): H2OXGBoostParams.this.type
  192. def setMaxDepth(value: Int): H2OXGBoostParams.this.type
  193. def setMaxLeaves(value: Int): H2OXGBoostParams.this.type
  194. def setMinChildWeight(value: Double): H2OXGBoostParams.this.type
  195. def setMinDataInLeaf(value: Float): H2OXGBoostParams.this.type
  196. def setMinRows(value: Double): H2OXGBoostParams.this.type
  197. def setMinSplitImprovement(value: Float): H2OXGBoostParams.this.type
  198. def setMinSumHessianInLeaf(value: Float): H2OXGBoostParams.this.type
  199. def setModelId(id: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  200. def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoostParams.this.type
    Definition Classes
    HasMonotoneConstraints
  201. def setNamedMojoOutputColumns(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  202. def setNfolds(value: Int): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  203. def setNormalizeType(value: String): H2OXGBoostParams.this.type
  204. def setNthread(value: Int): H2OXGBoostParams.this.type
  205. def setNtrees(value: Int): H2OXGBoostParams.this.type
  206. def setOffsetCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  207. def setOneDrop(value: Boolean): H2OXGBoostParams.this.type
  208. def setParallelizeCrossValidation(value: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  209. def setPredictionCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  210. def setQuietMode(value: Boolean): H2OXGBoostParams.this.type
  211. def setRateDrop(value: Float): H2OXGBoostParams.this.type
  212. def setRegAlpha(value: Float): H2OXGBoostParams.this.type
  213. def setRegLambda(value: Float): H2OXGBoostParams.this.type
  214. def setSampleRate(value: Double): H2OXGBoostParams.this.type
  215. def setSampleType(value: String): H2OXGBoostParams.this.type
  216. def setScoreTreeInterval(value: Int): H2OXGBoostParams.this.type
  217. def setSeed(value: Long): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  218. def setSkipDrop(value: Float): H2OXGBoostParams.this.type
  219. def setSplitRatio(ratio: Double): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  220. def setStoppingMetric(value: String): H2OXGBoostParams.this.type
    Definition Classes
    HasStoppingCriteria
  221. def setStoppingRounds(value: Int): H2OXGBoostParams.this.type
    Definition Classes
    HasStoppingCriteria
  222. def setStoppingTolerance(value: Double): H2OXGBoostParams.this.type
    Definition Classes
    HasStoppingCriteria
  223. def setSubsample(value: Double): H2OXGBoostParams.this.type
  224. def setTreeMethod(value: String): H2OXGBoostParams.this.type
  225. def setWeightCol(columnName: String): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  226. def setWithContributions(enabled: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  227. def setWithDetailedPredictionCol(enabled: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  228. def setWithLeafNodeAssignments(enabled: Boolean): H2OXGBoostParams.this.type
    Definition Classes
    H2OCommonParams
  229. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  230. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  231. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  232. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  233. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  234. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  235. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  236. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  237. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  238. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  239. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  240. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  241. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  242. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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