t

ai.h2o.sparkling.ml.params

H2OGBMParams

trait H2OGBMParams extends H2OAlgoSharedTreeParams[GBMParameters] with HasMonotoneConstraints with HasQuantileAlpha

Linear Supertypes
HasQuantileAlpha, HasMonotoneConstraints, H2OAlgoSharedTreeParams[GBMParameters], HasStoppingCriteria[GBMParameters], H2OTreeBasedSupervisedMOJOParams, H2OAlgoSupervisedParams[GBMParameters], H2OAlgoCommonParams[GBMParameters], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[GBMParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGBM
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGBMParams
  2. HasQuantileAlpha
  3. HasMonotoneConstraints
  4. H2OAlgoSharedTreeParams
  5. HasStoppingCriteria
  6. H2OTreeBasedSupervisedMOJOParams
  7. H2OAlgoSupervisedParams
  8. H2OAlgoCommonParams
  9. H2OCommonSupervisedParams
  10. H2OCommonParams
  11. H2OSupervisedMOJOParams
  12. H2OMOJOAlgoSharedParams
  13. Logging
  14. Logging
  15. H2OAlgoParamsHelper
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Type Members

  1. type H2O_SCHEMA = GBMParametersV3
    Definition Classes
    H2OGBMParams → 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 val buildTreeOneNode: BooleanParam
    Definition Classes
    H2OAlgoSharedTreeParams
  9. final def clear(param: Param[_]): H2OGBMParams.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. final val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  12. final val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  13. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  14. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  15. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  21. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  22. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  23. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  24. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  25. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  26. def explainParams(): String
    Definition Classes
    Params
  27. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  28. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  29. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  30. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  31. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  32. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  33. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  34. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  35. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  36. def getBuildTreeOneNode(): Boolean
    Definition Classes
    H2OAlgoSharedTreeParams
  37. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  38. def getColSampleRate(): Double
  39. def getColSampleRateChangePerLevel(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  40. def getColSampleRatePerTree(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  41. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  42. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  43. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  44. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  45. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  46. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  47. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  48. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  49. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  50. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  51. def getGainsliftBins(): Int
  52. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  53. def getHistogramType(): String
    Definition Classes
    H2OAlgoSharedTreeParams
  54. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  55. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  56. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  57. def getLearnRate(): Double
  58. def getLearnRateAnnealing(): Double
  59. def getMaxAbsLeafnodePred(): Double
  60. def getMaxDepth(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  61. def getMinRows(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  62. def getMinSplitImprovement(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  63. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  64. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  65. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  66. def getNbins(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  67. def getNbinsCats(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  68. def getNbinsTopLevel(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  69. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  70. def getNtrees(): Int
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  71. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  72. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  73. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  74. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  75. def getPredNoiseBandwidth(): Double
  76. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  77. def getQuantileAlpha(): Double
    Definition Classes
    HasQuantileAlpha
  78. def getSampleRate(): Double
    Definition Classes
    H2OAlgoSharedTreeParams
  79. def getSampleRatePerClass(): Array[Double]
    Definition Classes
    H2OAlgoSharedTreeParams
  80. def getScoreTreeInterval(): Int
    Definition Classes
    H2OAlgoSharedTreeParams
  81. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  82. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  83. def getStoppingMetric(): String
    Definition Classes
    HasStoppingCriteria
  84. def getStoppingRounds(): Int
    Definition Classes
    HasStoppingCriteria
  85. def getStoppingTolerance(): Double
    Definition Classes
    HasStoppingCriteria
  86. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  87. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  88. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  89. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  90. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  91. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  92. final val histogramType: Param[String]
    Definition Classes
    H2OAlgoSharedTreeParams
  93. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  94. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  96. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  97. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  98. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  99. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  100. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  101. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  102. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  103. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  104. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  105. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  112. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  117. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  118. final val maxDepth: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  119. final val minRows: org.apache.spark.ml.param.DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  120. final val minSplitImprovement: org.apache.spark.ml.param.DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  121. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  122. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  123. final val nbins: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  124. final val nbinsCats: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  125. final val nbinsTopLevel: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  126. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  127. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  128. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  129. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  130. final val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  131. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  132. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  133. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  134. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  135. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  136. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  137. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  138. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  139. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  140. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  141. def paramTag: ClassTag[GBMParameters]
    Attributes
    protected
    Definition Classes
    H2OGBMParams → H2OAlgoParamsHelper
  142. val parameters: GBMParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  143. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  144. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  145. final val sampleRate: org.apache.spark.ml.param.DoubleParam
    Definition Classes
    H2OAlgoSharedTreeParams
  146. final val sampleRatePerClass: NullableDoubleArrayParam
    Definition Classes
    H2OAlgoSharedTreeParams
  147. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OGBMParams → H2OAlgoParamsHelper
  148. final val scoreTreeInterval: IntParam
    Definition Classes
    H2OAlgoSharedTreeParams
  149. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  150. final def set(paramPair: ParamPair[_]): H2OGBMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  151. final def set(param: String, value: Any): H2OGBMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  152. final def set[T](param: Param[T], value: T): H2OGBMParams.this.type
    Definition Classes
    Params
  153. def setAllStringColumnsToCategorical(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  154. def setBuildTreeOneNode(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  155. def setColSampleRate(value: Double): H2OGBMParams.this.type
  156. def setColSampleRateChangePerLevel(value: Double): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  157. def setColSampleRatePerTree(value: Double): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  158. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  159. def setColumnsToCategorical(columns: Array[String]): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  160. def setColumnsToCategorical(first: String, others: String*): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  161. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  162. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  163. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  164. final def setDefault[T](param: Param[T], value: T): H2OGBMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  165. def setDetailedPredictionCol(columnName: String): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  166. def setDistribution(value: String): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  167. def setFeaturesCol(first: String): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  168. def setFeaturesCols(columnNames: ArrayList[String]): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  169. def setFeaturesCols(columnNames: Array[String]): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  170. def setFeaturesCols(first: String, others: String*): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  171. def setFoldCol(columnName: String): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  172. def setGainsliftBins(value: Int): H2OGBMParams.this.type
  173. def setHistogramType(value: String): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  174. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  175. def setKeepCrossValidationPredictions(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  176. def setLabelCol(columnName: String): H2OGBMParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  177. def setLearnRate(value: Double): H2OGBMParams.this.type
  178. def setLearnRateAnnealing(value: Double): H2OGBMParams.this.type
  179. def setMaxAbsLeafnodePred(value: Double): H2OGBMParams.this.type
  180. def setMaxDepth(value: Int): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  181. def setMinRows(value: Double): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  182. def setMinSplitImprovement(value: Double): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  183. def setModelId(id: String): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  184. def setMonotoneConstraints(value: Map[String, Double]): H2OGBMParams.this.type
    Definition Classes
    HasMonotoneConstraints
  185. def setNamedMojoOutputColumns(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  186. def setNbins(value: Int): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  187. def setNbinsCats(value: Int): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  188. def setNbinsTopLevel(value: Int): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  189. def setNfolds(value: Int): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  190. def setNtrees(value: Int): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  191. def setOffsetCol(columnName: String): H2OGBMParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  192. def setParallelizeCrossValidation(value: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  193. def setPredNoiseBandwidth(value: Double): H2OGBMParams.this.type
  194. def setPredictionCol(columnName: String): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  195. def setQuantileAlpha(value: Double): H2OGBMParams.this.type
    Definition Classes
    HasQuantileAlpha
  196. def setSampleRate(value: Double): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  197. def setSampleRatePerClass(value: Array[Double]): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  198. def setScoreTreeInterval(value: Int): H2OGBMParams.this.type
    Definition Classes
    H2OAlgoSharedTreeParams
  199. def setSeed(value: Long): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  200. def setSplitRatio(ratio: Double): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  201. def setStoppingMetric(value: String): H2OGBMParams.this.type
    Definition Classes
    HasStoppingCriteria
  202. def setStoppingRounds(value: Int): H2OGBMParams.this.type
    Definition Classes
    HasStoppingCriteria
  203. def setStoppingTolerance(value: Double): H2OGBMParams.this.type
    Definition Classes
    HasStoppingCriteria
  204. def setWeightCol(columnName: String): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  205. def setWithContributions(enabled: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  206. def setWithDetailedPredictionCol(enabled: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  207. def setWithLeafNodeAssignments(enabled: Boolean): H2OGBMParams.this.type
    Definition Classes
    H2OCommonParams
  208. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  209. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  210. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  211. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  212. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  213. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  214. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  215. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  216. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  217. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  218. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  219. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  220. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  221. 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 HasQuantileAlpha

Inherited from HasMonotoneConstraints

Inherited from H2OAlgoSharedTreeParams[GBMParameters]

Inherited from HasStoppingCriteria[GBMParameters]

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OAlgoSupervisedParams[GBMParameters]

Inherited from H2OAlgoCommonParams[GBMParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[GBMParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped