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.  def addCustomTrainParams(params: BaseTrainParams, dataset: Dataset[_]): BaseTrainParams

   Attributes

   protected

   Definition Classes

   LightGBMClassifier → LightGBMBase

6.  def afterTrainBatch(batchIndex: Int, dataset: Dataset[_], model: LightGBMClassificationModel): Unit

   Definition Classes

   LightGBMBase

7.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

8.  val baggingFraction: DoubleParam

   Definition Classes

   LightGBMFractionParams

9.  val baggingFreq: IntParam

   Definition Classes

   LightGBMParams

10.  val baggingSeed: IntParam

    Definition Classes

    LightGBMSeedParams

11.  def beforeTrainBatch(batchIndex: Int, dataset: Dataset[_], model: Option[LightGBMClassificationModel]): Unit

    Definition Classes

    LightGBMBase

12.  val binSampleCount: IntParam

    Definition Classes

    LightGBMBinParams

13.  val boostFromAverage: BooleanParam

    Definition Classes

    LightGBMParams

14.  val boostingType: Param[String]

    Definition Classes

    LightGBMParams

15.  def castColumns(dataset: Dataset[_], trainingCols: Array[(String, Seq[DataType])]): DataFrame

    Attributes

    protected

    Definition Classes

    LightGBMBase

16.  val catSmooth: DoubleParam

    Definition Classes

    LightGBMCategoricalParams

17.  val categoricalSlotIndexes: IntArrayParam

    Definition Classes

    LightGBMSlotParams

18.  val categoricalSlotNames: StringArrayParam

    Definition Classes

    LightGBMSlotParams

19.  val catl2: DoubleParam

    Definition Classes

    LightGBMCategoricalParams

20.  val chunkSize: IntParam

    Definition Classes

    LightGBMExecutionParams

21.  lazy val classNameHelper: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

22.  final def clear(param: Param[_]): LightGBMClassifier.this.type

    Definition Classes

    Params

23.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

24.  def companionModelClassName: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

25.  def copy(extra: ParamMap): LightGBMClassifier

    Definition Classes

    LightGBMClassifier → Predictor → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

27.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

28.  val dataRandomSeed: IntParam

    Definition Classes

    LightGBMSeedParams

29.  val dataTransferMode: Param[String]

    Definition Classes

    LightGBMExecutionParams

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

    Attributes

    protected

    Definition Classes

    Params

31.  val defaultListenPort: IntParam

    Definition Classes

    LightGBMExecutionParams

32.  val delegate: Option[LightGBMDelegate]

    Definition Classes

    LightGBMParams

33.  val deterministic: BooleanParam

    Definition Classes

    LightGBMSeedParams

34.  def dotnetAdditionalMethods: String

    Definition Classes

    DotnetWrappable

35.  def dotnetClass(): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

36.  lazy val dotnetClassName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

37.  lazy val dotnetClassNameString: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

38.  lazy val dotnetClassWrapperName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

39.  lazy val dotnetCopyrightLines: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

40.  def dotnetExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

41.  def dotnetExtraMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

42.  lazy val dotnetInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    DotnetWrappable

43.  def dotnetMLReadWriteMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

44.  lazy val dotnetNamespace: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

45.  lazy val dotnetObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

46.  def dotnetParamGetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

47.  def dotnetParamGetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

48.  def dotnetParamSetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

49.  def dotnetParamSetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

50.  def dotnetWrapAsTypeMethod: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

51.  val driverListenPort: IntParam

    Definition Classes

    LightGBMExecutionParams

52.  val dropRate: DoubleParam

    Definition Classes

    LightGBMDartParams

53.  val dropSeed: IntParam

    Definition Classes

    LightGBMSeedParams

54.  val earlyStoppingRound: IntParam

    Definition Classes

    LightGBMLearnerParams

55.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

56.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

58.  def explainParams(): String

    Definition Classes

    Params

59.  val extraSeed: IntParam

    Definition Classes

    LightGBMSeedParams

60.  def extractInstances(dataset: Dataset[_], numClasses: Int): RDD[Instance]

    Attributes

    protected

    Definition Classes

    ClassifierParams

61.  def extractInstances(dataset: Dataset[_], validateInstance: (Instance) ⇒ Unit): RDD[Instance]

    Attributes

    protected

    Definition Classes

    PredictorParams

62.  def extractInstances(dataset: Dataset[_]): RDD[Instance]

    Attributes

    protected

    Definition Classes

    PredictorParams

63.  def extractLabeledPoints(dataset: Dataset[_], numClasses: Int): RDD[LabeledPoint]

    Attributes

    protected

    Definition Classes

    Classifier

64.  def extractLabeledPoints(dataset: Dataset[_]): RDD[LabeledPoint]

    Attributes

    protected

    Definition Classes

    Predictor

65.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

66.  final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes

    Params

67.  val featureFraction: DoubleParam

    Definition Classes

    LightGBMFractionParams

68.  val featureFractionByNode: DoubleParam

    Definition Classes

    LightGBMFractionParams

69.  val featureFractionSeed: IntParam

    Definition Classes

    LightGBMSeedParams

70.  final val featuresCol: Param[String]

    Definition Classes

    HasFeaturesCol

71.  val featuresShapCol: Param[String]

    Definition Classes

    LightGBMPredictionParams

72.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

73.  def fit(dataset: Dataset[_]): LightGBMClassificationModel

    Definition Classes

    Predictor → Estimator

74.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[LightGBMClassificationModel]

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

75.  def fit(dataset: Dataset[_], paramMap: ParamMap): LightGBMClassificationModel

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

76.  def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): LightGBMClassificationModel

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

77.  val fobj: FObjParam

    Definition Classes

    LightGBMObjectiveParams

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

    Definition Classes

    Params

79.  def getAllPerformanceMeasures: Option[Array[InstrumentationMeasures]]

    Definition Classes

    LightGBMPerformance

80.  def getBaggingFraction: Double

    Definition Classes

    LightGBMFractionParams

81.  def getBaggingFreq: Int

    Definition Classes

    LightGBMParams

82.  def getBaggingSeed: Int

    Definition Classes

    LightGBMSeedParams

83.  def getBinSampleCount: Int

    Definition Classes

    LightGBMBinParams

84.  def getBoostFromAverage: Boolean

    Definition Classes

    LightGBMParams

85.  def getBoostingType: String

    Definition Classes

    LightGBMParams

86.  def getCatSmooth: Double

    Definition Classes

    LightGBMCategoricalParams

87.  def getCategoricalIndexes(featuresSchema: StructField): Array[Int]

    Retrieves the categorical indexes in the features column.

    Retrieves the categorical indexes in the features column.

    featuresSchema

    The schema of the features column

    returns

    the categorical indexes in the features column.

    Attributes

    protected

    Definition Classes

    LightGBMBase

88.  def getCategoricalParams: CategoricalParams

    Constructs the CategoricalParams.

    Constructs the CategoricalParams.

    returns

    CategoricalParams object containing the parameters related to LightGBM categorical features.

    Attributes

    protected

    Definition Classes

    LightGBMBase

89.  def getCategoricalSlotIndexes: Array[Int]

    Definition Classes

    LightGBMSlotParams

90.  def getCategoricalSlotNames: Array[String]

    Definition Classes

    LightGBMSlotParams

91.  def getCatl2: Double

    Definition Classes

    LightGBMCategoricalParams

92.  def getChunkSize: Int

    Definition Classes

    LightGBMExecutionParams

93.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

94.  def getColumnParams: ColumnParams

    Constructs the ColumnParams.

    Constructs the ColumnParams.

    returns

    ColumnParams object containing the parameters related to LightGBM columns.

    Attributes

    protected

    Definition Classes

    LightGBMBase

95.  def getDartParams: DartModeParams

    Constructs the DartModeParams

    Constructs the DartModeParams

    returns

    DartModeParams object containing parameters related to dart mode.

    Attributes

    protected

    Definition Classes

    LightGBMBase

96.  def getDataRandomSeed: Int

    Definition Classes

    LightGBMSeedParams

97.  def getDataTransferMode: String

    Definition Classes

    LightGBMExecutionParams

98.  def getDatasetCreationParams(categoricalIndexes: Array[Int], numThreads: Int): String

    Attributes

    protected

    Definition Classes

    LightGBMBase

99.  def getDatasetParams: DatasetParams

    Constructs the DatasetParams.

    Constructs the DatasetParams.

    returns

    DatasetParams object containing parameters related to LightGBM Dataset parameters.

    Attributes

    protected

    Definition Classes

    LightGBMBase

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

     Definition Classes

     Params

101.  def getDefaultListenPort: Int

     Definition Classes

     LightGBMExecutionParams

102.  def getDelegate: Option[LightGBMDelegate]

     Definition Classes

     LightGBMParams

103.  def getDeterministic: Boolean

     Definition Classes

     LightGBMSeedParams

104.  def getDriverListenPort: Int

     Definition Classes

     LightGBMExecutionParams

105.  def getDropRate: Double

     Definition Classes

     LightGBMDartParams

106.  def getDropSeed: Int

     Definition Classes

     LightGBMSeedParams

107.  def getEarlyStoppingRound: Int

     Definition Classes

     LightGBMLearnerParams

108.  def getExecutionParams(numTasksPerExec: Int): ExecutionParams

     Constructs the ExecutionParams.

     Constructs the ExecutionParams.

     returns

     ExecutionParams object containing parameters related to LightGBM execution.

     Attributes

     protected

     Definition Classes

     LightGBMBase

109.  def getExtraSeed: Int

     Definition Classes

     LightGBMSeedParams

110.  def getFObj: FObjTrait

     Definition Classes

     LightGBMObjectiveParams

111.  def getFeatureFraction: Double

     Definition Classes

     LightGBMFractionParams

112.  def getFeatureFractionByNode: Double

     Definition Classes

     LightGBMFractionParams

113.  def getFeatureFractionSeed: Int

     Definition Classes

     LightGBMSeedParams

114.  final def getFeaturesCol: String

     Definition Classes

     HasFeaturesCol

115.  def getFeaturesShapCol: String

     Definition Classes

     LightGBMPredictionParams

116.  def getGeneralParams(numTasks: Int, featuresSchema: StructField): GeneralParams

     Constructs the GeneralParams.

     Constructs the GeneralParams.

     returns

     GeneralParams object containing parameters related to general LightGBM parameters.

     Attributes

     protected

     Definition Classes

     LightGBMBase

117.  def getImprovementTolerance: Double

     Definition Classes

     LightGBMLearnerParams

118.  def getInitScoreCol: String
     Definition Classes

     HasInitScoreCol

119.  def getIsEnableSparse: Boolean

     Definition Classes

     LightGBMDatasetParams

120.  def getIsProvideTrainingMetric: Boolean

     Definition Classes

     LightGBMParams

121.  def getIsUnbalance: Boolean
122.  final def getLabelCol: String

     Definition Classes

     HasLabelCol

123.  def getLambdaL1: Double

     Definition Classes

     LightGBMParams

124.  def getLambdaL2: Double

     Definition Classes

     LightGBMParams

125.  def getLeafPredictionCol: String

     Definition Classes

     LightGBMPredictionParams

126.  def getLearningRate: Double

     Definition Classes

     LightGBMParams

127.  def getMatrixType: String

     Definition Classes

     LightGBMExecutionParams

128.  def getMaxBin: Int

     Definition Classes

     LightGBMBinParams

129.  def getMaxBinByFeature: Array[Int]

     Definition Classes

     LightGBMParams

130.  def getMaxCatThreshold: Int

     Definition Classes

     LightGBMCategoricalParams

131.  def getMaxCatToOnehot: Int

     Definition Classes

     LightGBMCategoricalParams

132.  def getMaxDeltaStep: Double

     Definition Classes

     LightGBMParams

133.  def getMaxDepth: Int

     Definition Classes

     LightGBMParams

134.  def getMaxDrop: Int

     Definition Classes

     LightGBMDartParams

135.  def getMaxNumClasses: Int

     Definition Classes

     LightGBMParams

136.  def getMaxStreamingOMPThreads: Int

     Definition Classes

     LightGBMExecutionParams

137.  def getMetric: String

     Definition Classes

     LightGBMParams

138.  def getMicroBatchSize: Int

     Definition Classes

     LightGBMExecutionParams

139.  def getMinDataInLeaf: Int

     Definition Classes

     LightGBMParams

140.  def getMinDataPerBin: Int

     Definition Classes

     LightGBMParams

141.  def getMinDataPerGroup: Int

     Definition Classes

     LightGBMCategoricalParams

142.  def getMinGainToSplit: Double

     Definition Classes

     LightGBMParams

143.  def getMinSumHessianInLeaf: Double

     Definition Classes

     LightGBMParams

144.  def getModel(trainParams: BaseTrainParams, lightGBMBooster: LightGBMBooster): LightGBMClassificationModel

     Gets the trained model given the train parameters and booster.

     Gets the trained model given the train parameters and booster.

     returns

     trained model.

     Definition Classes

     LightGBMClassifier → LightGBMBase

145.  def getModelString: String

     Definition Classes

     LightGBMParams

146.  def getMonotoneConstraints: Array[Int]

     Definition Classes

     LightGBMLearnerParams

147.  def getMonotoneConstraintsMethod: String

     Definition Classes

     LightGBMLearnerParams

148.  def getMonotonePenalty: Double

     Definition Classes

     LightGBMLearnerParams

149.  def getNegBaggingFraction: Double

     Definition Classes

     LightGBMFractionParams

150.  def getNumBatches: Int

     Definition Classes

     LightGBMExecutionParams

151.  def getNumClasses(dataset: Dataset[_], maxNumClasses: Int): Int

     Attributes

     protected

     Definition Classes

     Classifier

152.  def getNumIterations: Int

     Definition Classes

     LightGBMParams

153.  def getNumLeaves: Int

     Definition Classes

     LightGBMParams

154.  def getNumTasks: Int

     Definition Classes

     LightGBMExecutionParams

155.  def getNumThreads: Int

     Definition Classes

     LightGBMExecutionParams

156.  def getObjective: String

     Definition Classes

     LightGBMObjectiveParams

157.  def getObjectiveParams: ObjectiveParams

     Constructs the ObjectiveParams.

     Constructs the ObjectiveParams.

     returns

     ObjectiveParams object containing parameters related to the objective function.

     Attributes

     protected

     Definition Classes

     LightGBMBase

158.  def getObjectiveSeed: Int

     Definition Classes

     LightGBMSeedParams

159.  def getOptGroupCol: Option[String]

     Optional group column for Ranking, set to None by default.

     Optional group column for Ranking, set to None by default.

     returns

     None

     Attributes

     protected

     Definition Classes

     LightGBMBase

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

     Definition Classes

     Params

161.  def getOtherRate: Double

     Definition Classes

     LightGBMLearnerParams

162.  def getParallelism: String

     Definition Classes

     LightGBMExecutionParams

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

     Definition Classes

     Params

164.  def getParamInfo(p: Param[_]): ParamInfo[_]

     Definition Classes

     BaseWrappable

165.  def getPassThroughArgs: String

     Definition Classes

     LightGBMExecutionParams

166.  def getPerformanceMeasures: Option[InstrumentationMeasures]

     In the common case of 1 batch, there is only 1 measure, so this is a convenience method.

     In the common case of 1 batch, there is only 1 measure, so this is a convenience method.

     Definition Classes

     LightGBMPerformance

167.  def getPosBaggingFraction: Double

     Definition Classes

     LightGBMFractionParams

168.  def getPredictDisableShapeCheck: Boolean

     Definition Classes

     LightGBMPredictionParams

169.  final def getPredictionCol: String

     Definition Classes

     HasPredictionCol

170.  final def getProbabilityCol: String

     Definition Classes

     HasProbabilityCol

171.  final def getRawPredictionCol: String

     Definition Classes

     HasRawPredictionCol

172.  def getReferenceDataset: Array[Byte]

     Definition Classes

     LightGBMExecutionParams

173.  def getRepartitionByGroupingColumn: Boolean

     Definition Classes

     LightGBMExecutionParams

174.  def getSamplingMode: String

     Definition Classes

     LightGBMExecutionParams

175.  def getSamplingSubsetSize: Int

     Definition Classes

     LightGBMExecutionParams

176.  def getSeed: Int

     Definition Classes

     LightGBMSeedParams

177.  def getSeedParams: SeedParams

     Constructs the SeedParams.

     Constructs the SeedParams.

     returns

     SeedParams object containing the parameters related to LightGBM seeds and determinism.

     Attributes

     protected

     Definition Classes

     LightGBMBase

178.  def getSkipDrop: Double

     Definition Classes

     LightGBMDartParams

179.  def getSlotNames: Array[String]

     Definition Classes

     LightGBMSlotParams

180.  def getThresholds: Array[Double]

     Definition Classes

     HasThresholds

181.  def getTimeout: Double

     Definition Classes

     LightGBMExecutionParams

182.  def getTopK: Int

     Definition Classes

     LightGBMExecutionParams

183.  def getTopRate: Double

     Definition Classes

     LightGBMLearnerParams

184.  def getTrainParams(numTasks: Int, featuresSchema: StructField, numTasksPerExec: Int): BaseTrainParams

     Gets the training parameters.

     Gets the training parameters.

     numTasks

     The total number of tasks.

     featuresSchema

     The features column schema.

     numTasksPerExec

     The number of tasks per executor.

     returns

     train parameters.

     Definition Classes

     LightGBMClassifier → LightGBMBase

185.  def getTrainingCols: Array[(String, Seq[DataType])]

     Attributes

     protected

     Definition Classes

     LightGBMBase

186.  def getUniformDrop: Boolean

     Definition Classes

     LightGBMDartParams

187.  def getUseBarrierExecutionMode: Boolean

     Definition Classes

     LightGBMExecutionParams

188.  def getUseMissing: Boolean

     Definition Classes

     LightGBMDatasetParams

189.  def getUseSingleDatasetMode: Boolean

     Definition Classes

     LightGBMExecutionParams

190.  def getValidationIndicatorCol: String
     Definition Classes

     HasValidationIndicatorCol

191.  def getVerbosity: Int

     Definition Classes

     LightGBMParams

192.  def getWeightCol: String
     Definition Classes

     HasWeightCol

193.  def getXGBoostDartMode: Boolean

     Definition Classes

     LightGBMDartParams

194.  def getZeroAsMissing: Boolean

     Definition Classes

     LightGBMDatasetParams

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

     Definition Classes

     Params

196.  def hasParam(paramName: String): Boolean

     Definition Classes

     Params

197.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

198.  val improvementTolerance: DoubleParam

     Definition Classes

     LightGBMLearnerParams

199.  def initPerformanceMeasures(batchCount: Int): Unit

     Attributes

     protected

     Definition Classes

     LightGBMPerformance

200.  val initScoreCol: Param[String]

     The name of the initial score column

     The name of the initial score column

     Definition Classes

     HasInitScoreCol

201.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

     Attributes

     protected

     Definition Classes

     Logging

202.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     Attributes

     protected

     Definition Classes

     Logging

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

     Definition Classes

     Params

204.  val isEnableSparse: BooleanParam

     Definition Classes

     LightGBMDatasetParams

205.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

206.  val isProvideTrainingMetric: BooleanParam

     Definition Classes

     LightGBMParams

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

     Definition Classes

     Params

208.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

209.  val isUnbalance: BooleanParam
210.  final val labelCol: Param[String]

     Definition Classes

     HasLabelCol

211.  val lambdaL1: DoubleParam

     Definition Classes

     LightGBMParams

212.  val lambdaL2: DoubleParam

     Definition Classes

     LightGBMParams

213.  val leafPredictionCol: Param[String]

     Definition Classes

     LightGBMPredictionParams

214.  val learningRate: DoubleParam

     Definition Classes

     LightGBMParams

215.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

216.  def logBase(info: SynapseMLLogInfo): Unit

     Attributes

     protected

     Definition Classes

     SynapseMLLogging

217.  def logBase(methodName: String, columns: Option[Int]): Unit

     Attributes

     protected

     Definition Classes

     SynapseMLLogging

218.  def logClass(): Unit

     Definition Classes

     SynapseMLLogging

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

     Attributes

     protected

     Definition Classes

     Logging

220.  def logDebug(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

222.  def logError(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

223.  def logErrorBase(methodName: String, e: Exception): Unit

     Attributes

     protected

     Definition Classes

     SynapseMLLogging

224.  def logFit[T](f: ⇒ T, columns: Int): T

     Definition Classes

     SynapseMLLogging

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

     Attributes

     protected

     Definition Classes

     Logging

226.  def logInfo(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

227.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

229.  def logTrace(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

230.  def logTrain[T](f: ⇒ T, columns: Int): T

     Definition Classes

     SynapseMLLogging

231.  def logTransform[T](f: ⇒ T, columns: Int): T

     Definition Classes

     SynapseMLLogging

232.  def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T

     Definition Classes

     SynapseMLLogging

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

     Attributes

     protected

     Definition Classes

     Logging

234.  def logWarning(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

235.  def makeDotnetFile(conf: CodegenConfig): Unit

     Definition Classes

     DotnetWrappable

236.  def makePyFile(conf: CodegenConfig): Unit

     Definition Classes

     PythonWrappable

237.  def makeRFile(conf: CodegenConfig): Unit

     Definition Classes

     RWrappable

238.  val matrixType: Param[String]

     Definition Classes

     LightGBMExecutionParams

239.  val maxBin: IntParam

     Definition Classes

     LightGBMBinParams

240.  val maxBinByFeature: IntArrayParam

     Definition Classes

     LightGBMParams

241.  val maxCatThreshold: IntParam

     Definition Classes

     LightGBMCategoricalParams

242.  val maxCatToOnehot: IntParam

     Definition Classes

     LightGBMCategoricalParams

243.  val maxDeltaStep: DoubleParam

     Definition Classes

     LightGBMParams

244.  val maxDepth: IntParam

     Definition Classes

     LightGBMParams

245.  val maxDrop: IntParam

     Definition Classes

     LightGBMDartParams

246.  val maxNumClasses: IntParam

     Definition Classes

     LightGBMParams

247.  val maxStreamingOMPThreads: IntParam

     Definition Classes

     LightGBMExecutionParams

248.  val metric: Param[String]

     Definition Classes

     LightGBMParams

249.  val microBatchSize: IntParam

     Definition Classes

     LightGBMExecutionParams

250.  val minDataInLeaf: IntParam

     Definition Classes

     LightGBMParams

251.  val minDataPerBin: IntParam

     Definition Classes

     LightGBMParams

252.  val minDataPerGroup: IntParam

     Definition Classes

     LightGBMCategoricalParams

253.  val minGainToSplit: DoubleParam

     Definition Classes

     LightGBMParams

254.  val minSumHessianInLeaf: DoubleParam

     Definition Classes

     LightGBMParams

255.  val modelString: Param[String]

     Definition Classes

     LightGBMParams

256.  val monotoneConstraints: IntArrayParam

     Definition Classes

     LightGBMLearnerParams

257.  val monotoneConstraintsMethod: Param[String]

     Definition Classes

     LightGBMLearnerParams

258.  val monotonePenalty: DoubleParam

     Definition Classes

     LightGBMLearnerParams

259.  final def ne(arg0: AnyRef): Boolean

     Definition Classes

     AnyRef

260.  val negBaggingFraction: DoubleParam

     Definition Classes

     LightGBMFractionParams

261.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

262.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

263.  val numBatches: IntParam

     Definition Classes

     LightGBMExecutionParams

264.  val numIterations: IntParam

     Definition Classes

     LightGBMParams

265.  val numLeaves: IntParam

     Definition Classes

     LightGBMParams

266.  val numTasks: IntParam

     Definition Classes

     LightGBMExecutionParams

267.  val numThreads: IntParam

     Definition Classes

     LightGBMExecutionParams

268.  val objective: Param[String]

     Definition Classes

     LightGBMObjectiveParams

269.  val objectiveSeed: IntParam

     Definition Classes

     LightGBMSeedParams

270.  val otherRate: DoubleParam

     Definition Classes

     LightGBMLearnerParams

271.  val parallelism: Param[String]

     Definition Classes

     LightGBMExecutionParams

272.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

273.  val passThroughArgs: Param[String]

     Definition Classes

     LightGBMExecutionParams

274.  val posBaggingFraction: DoubleParam

     Definition Classes

     LightGBMFractionParams

275.  val predictDisableShapeCheck: BooleanParam

     Definition Classes

     LightGBMPredictionParams

276.  final val predictionCol: Param[String]

     Definition Classes

     HasPredictionCol

277.  def prepareDataframe(dataset: Dataset[_], numTasks: Int): DataFrame

     Attributes

     protected

     Definition Classes

     LightGBMBase

278.  def preprocessData(df: DataFrame): DataFrame

     Allow algorithm specific preprocessing of dataset.

     Allow algorithm specific preprocessing of dataset.

     df

     The dataframe to preprocess prior to training.

     returns

     The preprocessed data.

     Attributes

     protected

     Definition Classes

     LightGBMBase

279.  final val probabilityCol: Param[String]

     Definition Classes

     HasProbabilityCol

280.  def pyAdditionalMethods: String

     Definition Classes

     PythonWrappable

281.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

282.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

283.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

284.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

285.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

286.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

287.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

288.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

289.  def pyParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

290.  def pyParamDefault[T](p: Param[T]): Option[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

291.  def pyParamGetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

292.  def pyParamSetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

293.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

294.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

295.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

296.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

297.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

298.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

299.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

300.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

301.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

302.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

303.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

304.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

305.  def rParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     RWrappable

306.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

307.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

308.  final val rawPredictionCol: Param[String]

     Definition Classes

     HasRawPredictionCol

309.  val referenceDataset: ByteArrayParam

     Definition Classes

     LightGBMExecutionParams

310.  val repartitionByGroupingColumn: BooleanParam

     Definition Classes

     LightGBMExecutionParams

311.  val samplingMode: Param[String]

     Definition Classes

     LightGBMExecutionParams

312.  val samplingSubsetSize: IntParam

     Definition Classes

     LightGBMExecutionParams

313.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

314.  val seed: IntParam

     Definition Classes

     LightGBMSeedParams

315.  final def set(paramPair: ParamPair[_]): LightGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

316.  final def set(param: String, value: Any): LightGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

317.  final def set[T](param: Param[T], value: T): LightGBMClassifier.this.type

     Definition Classes

     Params

318.  def setBaggingFraction(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMFractionParams

319.  def setBaggingFreq(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

320.  def setBaggingSeed(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

321.  def setBatchPerformanceMeasure(index: Int, measures: InstrumentationMeasures): Unit

     Attributes

     protected

     Definition Classes

     LightGBMPerformance

322.  def setBatchPerformanceMeasures(measures: Array[Option[InstrumentationMeasures]]): LightGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     LightGBMPerformance

323.  def setBinSampleCount(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMBinParams

324.  def setBoostFromAverage(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

325.  def setBoostingType(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

326.  def setCatSmooth(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMCategoricalParams

327.  def setCategoricalSlotIndexes(value: Array[Int]): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSlotParams

328.  def setCategoricalSlotNames(value: Array[String]): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSlotParams

329.  def setCatl2(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMCategoricalParams

330.  def setChunkSize(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

331.  def setDataRandomSeed(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

332.  def setDataTransferMode(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

333.  final def setDefault(paramPairs: ParamPair[_]*): LightGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

334.  final def setDefault[T](param: Param[T], value: T): LightGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

335.  def setDefaultListenPort(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

336.  def setDelegate(delegate: LightGBMDelegate): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

337.  def setDeterministic(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

338.  def setDriverListenPort(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

339.  def setDropRate(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDartParams

340.  def setDropSeed(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

341.  def setEarlyStoppingRound(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMLearnerParams

342.  def setExtraSeed(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

343.  def setFObj(value: FObjTrait): LightGBMClassifier.this.type

     Definition Classes

     LightGBMObjectiveParams

344.  def setFeatureFraction(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMFractionParams

345.  def setFeatureFractionByNode(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMFractionParams

346.  def setFeatureFractionSeed(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

347.  def setFeaturesCol(value: String): LightGBMClassifier

     Definition Classes

     Predictor

348.  def setFeaturesShapCol(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMPredictionParams

349.  def setImprovementTolerance(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMLearnerParams

350.  def setInitScoreCol(value: String): LightGBMClassifier.this.type
     Definition Classes

     HasInitScoreCol

351.  def setIsEnableSparse(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDatasetParams

352.  def setIsProvideTrainingMetric(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

353.  def setIsUnbalance(value: Boolean): LightGBMClassifier.this.type
354.  def setLabelCol(value: String): LightGBMClassifier

     Definition Classes

     Predictor

355.  def setLambdaL1(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

356.  def setLambdaL2(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

357.  def setLeafPredictionCol(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMPredictionParams

358.  def setLearningRate(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

359.  def setMatrixType(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

360.  def setMaxBin(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMBinParams

361.  def setMaxBinByFeature(value: Array[Int]): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

362.  def setMaxCatThreshold(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMCategoricalParams

363.  def setMaxCatToOnehot(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMCategoricalParams

364.  def setMaxDeltaStep(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

365.  def setMaxDepth(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

366.  def setMaxDrop(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDartParams

367.  def setMaxNumClasses(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

368.  def setMaxStreamingOMPThreads(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

369.  def setMetric(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

370.  def setMicroBatchSize(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

371.  def setMinDataInLeaf(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

372.  def setMinDataPerBin(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

373.  def setMinDataPerGroup(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMCategoricalParams

374.  def setMinGainToSplit(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

375.  def setMinSumHessianInLeaf(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

376.  def setModelString(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

377.  def setMonotoneConstraints(value: Array[Int]): LightGBMClassifier.this.type

     Definition Classes

     LightGBMLearnerParams

378.  def setMonotoneConstraintsMethod(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMLearnerParams

379.  def setMonotonePenalty(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMLearnerParams

380.  def setNegBaggingFraction(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMFractionParams

381.  def setNumBatches(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

382.  def setNumIterations(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

383.  def setNumLeaves(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

384.  def setNumTasks(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

385.  def setNumThreads(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

386.  def setObjective(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMObjectiveParams

387.  def setObjectiveSeed(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

388.  def setOtherRate(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMLearnerParams

389.  def setParallelism(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

390.  def setPassThroughArgs(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

391.  def setPosBaggingFraction(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMFractionParams

392.  def setPredictDisableShapeCheck(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMPredictionParams

393.  def setPredictionCol(value: String): LightGBMClassifier

     Definition Classes

     Predictor

394.  def setProbabilityCol(value: String): LightGBMClassifier

     Definition Classes

     ProbabilisticClassifier

395.  def setRawPredictionCol(value: String): LightGBMClassifier

     Definition Classes

     Classifier

396.  def setReferenceDataset(value: Array[Byte]): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

397.  def setRepartitionByGroupingColumn(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

398.  def setSamplingMode(value: String): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

399.  def setSamplingSubsetSize(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

400.  def setSeed(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSeedParams

401.  def setSkipDrop(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDartParams

402.  def setSlotNames(value: Array[String]): LightGBMClassifier.this.type

     Definition Classes

     LightGBMSlotParams

403.  def setThresholds(value: Array[Double]): LightGBMClassifier

     Definition Classes

     ProbabilisticClassifier

404.  def setTimeout(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

405.  def setTopK(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

406.  def setTopRate(value: Double): LightGBMClassifier.this.type

     Definition Classes

     LightGBMLearnerParams

407.  def setUniformDrop(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDartParams

408.  def setUseBarrierExecutionMode(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

409.  def setUseMissing(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDatasetParams

410.  def setUseSingleDatasetMode(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMExecutionParams

411.  def setValidationIndicatorCol(value: String): LightGBMClassifier.this.type
     Definition Classes

     HasValidationIndicatorCol

412.  def setVerbosity(value: Int): LightGBMClassifier.this.type

     Definition Classes

     LightGBMParams

413.  def setWeightCol(value: String): LightGBMClassifier.this.type
     Definition Classes

     HasWeightCol

414.  def setXGBoostDartMode(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDartParams

415.  def setZeroAsMissing(value: Boolean): LightGBMClassifier.this.type

     Definition Classes

     LightGBMDatasetParams

416.  val skipDrop: DoubleParam

     Definition Classes

     LightGBMDartParams

417.  val slotNames: StringArrayParam

     Definition Classes

     LightGBMSlotParams

418.  def stringFromTrainedModel(model: LightGBMClassificationModel): String

     Definition Classes

     LightGBMClassifier → LightGBMBase

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

     Definition Classes

     AnyRef

420.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

421.  val thresholds: DoubleArrayParam

     Definition Classes

     HasThresholds

422.  val timeout: DoubleParam

     Definition Classes

     LightGBMExecutionParams

423.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

424.  val topK: IntParam

     Definition Classes

     LightGBMExecutionParams

425.  val topRate: DoubleParam

     Definition Classes

     LightGBMLearnerParams

426.  def train(dataset: Dataset[_]): LightGBMClassificationModel

     Trains the LightGBM model.

     Trains the LightGBM model. If batches are specified, breaks training dataset into batches for training.

     dataset

     The input dataset to train.

     returns

     The trained model.

     Attributes

     protected

     Definition Classes

     LightGBMBase

427.  def transformSchema(schema: StructType): StructType

     Definition Classes

     Predictor → PipelineStage

428.  def transformSchema(schema: StructType, logging: Boolean): StructType

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

429.  val uid: String

     Definition Classes

     LightGBMClassifier → SynapseMLLogging → Identifiable

430.  val uniformDrop: BooleanParam

     Definition Classes

     LightGBMDartParams

431.  val useBarrierExecutionMode: BooleanParam

     Definition Classes

     LightGBMExecutionParams

432.  val useMissing: BooleanParam

     Definition Classes

     LightGBMDatasetParams

433.  val useSingleDatasetMode: BooleanParam

     Definition Classes

     LightGBMExecutionParams

434.  def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

     Attributes

     protected

     Definition Classes

     ProbabilisticClassifierParams → ClassifierParams → PredictorParams

435.  def validateLabel(label: Double, numClasses: Int): Unit

     Attributes

     protected

     Definition Classes

     Classifier

436.  def validateNumClasses(numClasses: Int): Unit

     Attributes

     protected

     Definition Classes

     Classifier

437.  val validationIndicatorCol: Param[String]

     The name of the validation indicator column

     The name of the validation indicator column

     Definition Classes

     HasValidationIndicatorCol

438.  val verbosity: IntParam

     Definition Classes

     LightGBMParams

439.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

441.  final def wait(arg0: Long): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

442.  val weightCol: Param[String]

     The name of the weight column

     The name of the weight column

     Definition Classes

     HasWeightCol

443.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable

444.  val xGBoostDartMode: BooleanParam

     Definition Classes

     LightGBMDartParams

445.  val zeroAsMissing: BooleanParam

     Definition Classes

     LightGBMDatasetParams