Class/Object

ai.h2o.sparkling.ml.algos

H2OXGBoost

Related Docs: object H2OXGBoost | package algos

Permalink

class H2OXGBoost extends H2OTreeBasedSupervisedAlgorithm[XGBoostParameters] with H2OXGBoostParams

H2O XGBoost algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OXGBoostParams, HasStoppingCriteria[XGBoostParameters], HasMonotoneConstraints, H2OTreeBasedSupervisedAlgorithm[XGBoostParameters], H2OTreeBasedSupervisedMOJOParams, H2OSupervisedAlgorithm[XGBoostParameters], H2OAlgoSupervisedParams[XGBoostParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[XGBoostParameters], H2OAlgoCommonParams[XGBoostParameters], H2OCommonParams, H2OMOJOAlgoSharedParams, H2OAlgoParamsHelper[XGBoostParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OXGBoost
  2. H2OXGBoostParams
  3. HasStoppingCriteria
  4. HasMonotoneConstraints
  5. H2OTreeBasedSupervisedAlgorithm
  6. H2OTreeBasedSupervisedMOJOParams
  7. H2OSupervisedAlgorithm
  8. H2OAlgoSupervisedParams
  9. H2OCommonSupervisedParams
  10. H2OSupervisedMOJOParams
  11. H2OAlgorithm
  12. H2OAlgoCommonParams
  13. H2OCommonParams
  14. H2OMOJOAlgoSharedParams
  15. H2OAlgoParamsHelper
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OXGBoost()

    Permalink

  2. new H2OXGBoost(uid: String)

    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. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. def checkResponseCode(connection: HttpURLConnection): Unit

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  12. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  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 delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  18. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  23. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  24. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  28. def explainParams(): String

    Permalink
    Definition Classes
    Params

  29. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  31. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def finalize(): Unit

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

  33. def fit(dataset: Dataset[_]): H2OTreeBasedSupervisedMOJOModel

    Permalink
    Definition Classes
    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  39. final val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    Params

  41. def getAllStringColumnsToCategorical(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  42. def getBackend(): String

    Permalink
    Definition Classes
    H2OXGBoostParams

  43. def getBooster(): String

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  45. def getColSampleByLevel(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  46. def getColSampleByTree(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  47. def getColSampleRate(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  48. def getColSampleRatePerTree(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  49. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  50. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  51. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    Params

  53. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  54. def getDistribution(): String

    Permalink
    Definition Classes
    H2OAlgoCommonParams

  55. def getDmatrixType(): String

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  57. def getEta(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  58. def getExcludedCols(): Seq[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  59. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  60. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  61. def getGainsliftBins(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  62. def getGamma(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  63. def getGpuId(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  64. def getGrowPolicy(): String

    Permalink
    Definition Classes
    H2OXGBoostParams

  65. def getH2ODoc(fieldName: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  66. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OAlgoCommonParams

  67. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OAlgoCommonParams

  68. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

  69. def getLearnRate(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  70. def getMaxAbsLeafnodePred(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  71. def getMaxBins(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  72. def getMaxDeltaStep(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  73. def getMaxDepth(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  74. def getMaxLeaves(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  75. def getMinChildWeight(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  76. def getMinDataInLeaf(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  77. def getMinRows(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  78. def getMinSplitImprovement(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  79. def getMinSumHessianInLeaf(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  80. def getModelId(): String

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    HasMonotoneConstraints

  82. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

    Permalink
    Attributes
    protected
    Definition Classes
    HasMonotoneConstraints

  83. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  84. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OCommonParams

  85. def getNormalizeType(): String

    Permalink
    Definition Classes
    H2OXGBoostParams

  86. def getNthread(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  87. def getNtrees(): Int

    Permalink
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  88. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OSupervisedMOJOParams

  89. def getOneDrop(): Boolean

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    Params

  91. def getParallelizeCrossValidation(): Boolean

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    Params

  93. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  94. def getQuietMode(): Boolean

    Permalink
    Definition Classes
    H2OXGBoostParams

  95. def getRateDrop(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  96. def getRegAlpha(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  97. def getRegLambda(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  98. def getSampleRate(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  99. def getSampleType(): String

    Permalink
    Definition Classes
    H2OXGBoostParams

  100. def getScoreTreeInterval(): Int

    Permalink
    Definition Classes
    H2OXGBoostParams

  101. def getSeed(): Long

    Permalink
    Definition Classes
    H2OCommonParams

  102. def getSkipDrop(): Float

    Permalink
    Definition Classes
    H2OXGBoostParams

  103. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  104. def getStoppingMetric(): String

    Permalink
    Definition Classes
    HasStoppingCriteria

  105. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    HasStoppingCriteria

  106. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    HasStoppingCriteria

  107. def getSubsample(): Double

    Permalink
    Definition Classes
    H2OXGBoostParams

  108. def getTreeMethod(): String

    Permalink
    Definition Classes
    H2OXGBoostParams

  109. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  110. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  111. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    Params

  113. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  114. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  115. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  116. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  117. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    Params

  123. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  124. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  126. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  127. final val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  128. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  135. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  142. final val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  143. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

    Permalink
    Definition Classes
    AnyRef

  145. final val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  146. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  147. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  148. final val ntrees: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  159. def paramTag: ClassTag[XGBoostParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  160. var parameters: XGBoostParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Definition Classes
    Params

  162. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  163. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  164. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm

  165. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  166. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  167. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  168. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  169. def save(path: String): Unit

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

  170. def schemaTag: ClassTag[H2O_SCHEMA]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  171. final val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

  182. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  185. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  189. def setDetailedPredictionCol(columnName: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  190. def setDistribution(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  194. def setFeaturesCols(columnNames: ArrayList[String]): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

  204. def setLabelCol(columnName: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

  216. def setModelId(id: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    HasMonotoneConstraints

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonSupervisedParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OAlgoCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

  236. def setSplitRatio(ratio: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    HasStoppingCriteria

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

    Permalink
    Definition Classes
    HasStoppingCriteria

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

    Permalink
    Definition Classes
    HasStoppingCriteria

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  243. def setWithContributions(enabled: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  245. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  250. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  251. def stringifyArray(arr: Array[_]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  252. def stringifyMap(map: Map[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  253. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  254. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  256. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  257. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  258. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  260. val uid: String

    Permalink
    Definition Classes
    H2OXGBoost → Identifiable

  261. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  262. final def wait(): Unit

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

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

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

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

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

  265. final val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  266. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  267. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  268. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OXGBoostParams

Inherited from HasStoppingCriteria[XGBoostParameters]

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OAlgoSupervisedParams[XGBoostParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[XGBoostParameters]

Inherited from H2OAlgoCommonParams[XGBoostParameters]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[XGBoostParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

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

Ungrouped