Class/Object

py_sparkling.ml.algos

H2OXGBoost

Related Docs: object H2OXGBoost | package algos

Permalink

class H2OXGBoost extends org.apache.spark.ml.h2o.algos.H2OXGBoost with H2OXGBoostParams

H2O XGBoost Wrapper for PySparkling

Linear Supertypes
org.apache.spark.ml.h2o.algos.H2OXGBoost, H2OXGBoostParams, H2OAlgorithm[XGBoostParameters, H2OMOJOModel], H2OAlgoParams[XGBoostParameters], H2OAlgoParamsHelper[XGBoostParameters], MLWritable, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OXGBoost
  2. H2OXGBoost
  3. H2OXGBoostParams
  4. H2OAlgorithm
  5. H2OAlgoParams
  6. H2OAlgoParamsHelper
  7. MLWritable
  8. Estimator
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OXGBoost(parameters: XGBoostParameters, uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink

  2. new H2OXGBoost(parameters: XGBoostParameters)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink

  3. new H2OXGBoost(uid: String, hc: H2OContext, sqlContext: SQLContext)

    Permalink

  4. new H2OXGBoost()(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink

  5. new H2OXGBoost(parameters: Option[XGBoostParameters], uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink

Type Members

  1. type H2O_SCHEMA = XGBoostParametersV3

    Permalink
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. def H2ODistributionParam(name: String): H2ODistributionParam

    Permalink
    Definition Classes
    H2OAlgoParams

  6. final val allStringColumnsToCategorical: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams

  7. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  8. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  9. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  10. final def clear(param: Param[_]): H2OXGBoost.this.type

    Permalink
    Definition Classes
    Params

  11. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  12. final val columnsToCategorical: StringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams

  14. def copy(extra: ParamMap): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

  15. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  16. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  17. def defaultFileName: String

    Permalink
    Definition Classes
    H2OXGBoost → H2OAlgorithm

  18. final val distribution: H2ODistributionParam

    Permalink
    Definition Classes
    H2OAlgoParams

  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  20. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  21. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  22. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  23. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  24. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  25. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  26. def explainParams(): String

    Permalink
    Definition Classes
    Params

  27. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  28. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  29. final val featuresCols: StringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParams

  30. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  31. def fit(dataset: Dataset[_]): H2OMOJOModel

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator

  32. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  33. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  34. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  35. def floatParam(name: String, doc: Option[String] = None): FloatParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  36. def floatParam(name: String, doc: String): FloatParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  37. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  38. def getAllStringColumnsToCategorical(): Boolean

    Permalink

    Definition Classes
    H2OAlgoParams

  39. def getBackend(): Backend

    Permalink
    Definition Classes
    H2OXGBoostParams

  40. def getBooster(): Booster

    Permalink
    Definition Classes
    H2OXGBoostParams

  41. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  42. def getColSampleByLevel(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  43. def getColSampleRate(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  44. def getColSampleRatePerTree(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  45. def getColsampleBytree(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  46. def getColumnsToCategorical(): Array[String]

    Permalink

    Definition Classes
    H2OAlgoParams

  47. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    Params

  49. def getDistribution(): DistributionFamily

    Permalink

    Definition Classes
    H2OAlgoParams

  50. def getDmatrixType(): DMatrixType

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  52. def getEta(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  53. def getFeaturesCols(): Array[String]

    Permalink

    Definition Classes
    H2OAlgoParams

  54. def getGamma(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  55. def getGpuId(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  56. def getGrowPolicy(): GrowPolicy

    Permalink
    Definition Classes
    H2OXGBoostParams

  57. def getH2ODoc(fieldName: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  58. def getInitialScoreInterval(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  59. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink

    Definition Classes
    H2OAlgoParams

  60. def getKeepCrossValidationPredictions(): Boolean

    Permalink

    Definition Classes
    H2OAlgoParams

  61. def getLearnRate(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  62. def getLearnRateAnnealing(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  63. def getMaxAbsLeafnodePred(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  64. def getMaxBins(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  65. def getMaxDeltaStep(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  66. def getMaxDepth(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  67. def getMaxLeaves(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  68. def getMinChildWeight(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  69. def getMinDataInLeaf(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  70. def getMinRows(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  71. def getMinSplitImprovement(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  72. def getMinSumHessianInLeaf(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  73. def getMissingValuesHandling(): MissingValuesHandling

    Permalink
    Definition Classes
    H2OXGBoostParams

  74. def getNEstimators(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  75. def getNfolds(): Int

    Permalink

    Definition Classes
    H2OAlgoParams

  76. def getNormalizeType(): DartNormalizeType

    Permalink
    Definition Classes
    H2OXGBoostParams

  77. def getNthread(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  78. def getNtrees(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  79. def getOneDrop(): Boolean

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    Params

  81. def getParallelizeCrossValidation(): Boolean

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    Params

  83. def getParams: XGBoostParameters

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  84. def getPredictionCol(): String

    Permalink

    Definition Classes
    H2OAlgoParams

  85. def getQuietMode(): Boolean

    Permalink
    Definition Classes
    H2OXGBoostParams

  86. def getRateDrop(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  87. def getRegAlpha(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  88. def getRegLambda(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  89. def getSampleRate(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  90. def getSampleType(): DartSampleType

    Permalink
    Definition Classes
    H2OXGBoostParams

  91. def getScoreInterval(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  92. def getScoreTreeInterval(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  93. def getSeed(): Long

    Permalink

    Definition Classes
    H2OAlgoParams

  94. def getSkipDrop(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  95. def getSubsample(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  96. def getTrainRatio(): Double

    Permalink

    Definition Classes
    H2OAlgoParams

  97. def getTreeMethod(): TreeMethod

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    Params

  99. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  100. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  101. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    Params

  107. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  109. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  110. final val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams

  111. final val keepCrossValidationPredictions: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams

  112. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  118. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  119. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    AnyRef

  127. final val nfolds: IntParam

    Permalink
    Definition Classes
    H2OAlgoParams

  128. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  129. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  132. final val parallelizeCrossValidation: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

  135. def paramTag: ClassTag[XGBoostParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  136. var parameters: XGBoostParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    Params

  138. final val predictionCol: Param[String]

    Permalink
    Definition Classes
    H2OAlgoParams

  139. final val ratio: DoubleParam

    Permalink
    Definition Classes
    H2OAlgoParams

  140. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  141. def schemaTag: ClassTag[H2O_SCHEMA]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  142. final val seed: LongParam

    Permalink
    Definition Classes
    H2OAlgoParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  146. def setAllStringColumnsToCategorical(transform: Boolean): H2OXGBoost.this.type

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

  162. def setFeaturesCols(cols: Array[String]): H2OXGBoost.this.type

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

  182. def setMissingValuesHandling(value: MissingValuesHandling): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

  190. def setParams(params: XGBoostParameters): Unit

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink

    Definition Classes
    H2OAlgoParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    AnyRef

  210. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  211. def trainModel(params: XGBoostParameters): H2OMOJOModel

    Permalink
    Definition Classes
    H2OXGBoost → H2OXGBoost → H2OAlgorithm

  212. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  214. val uid: String

    Permalink
    Definition Classes
    H2OXGBoost → H2OXGBoost → Identifiable

  215. def updateH2OParams(): Unit

    Permalink

    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 → H2OAlgoParams

  216. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  219. def write: MLWriter

    Permalink
    Definition Classes
    H2OAlgorithm → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from org.apache.spark.ml.h2o.algos.H2OXGBoost

Inherited from H2OXGBoostParams

Inherited from H2OAlgorithm[XGBoostParameters, H2OMOJOModel]

Inherited from H2OAlgoParams[XGBoostParameters]

Inherited from H2OAlgoParamsHelper[XGBoostParameters]

Inherited from MLWritable

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

Ungrouped