trait LightGBMParams extends Wrappable with DefaultParamsWritable with HasWeightCol with HasValidationIndicatorCol with HasInitScoreCol with LightGBMExecutionParams with LightGBMSlotParams with LightGBMFractionParams with LightGBMBinParams with LightGBMLearnerParams with LightGBMDatasetParams with LightGBMDartParams with LightGBMPredictionParams with LightGBMObjectiveParams with LightGBMSeedParams with LightGBMCategoricalParams

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Inherited
  1. LightGBMParams
  2. LightGBMCategoricalParams
  3. LightGBMSeedParams
  4. LightGBMObjectiveParams
  5. LightGBMPredictionParams
  6. LightGBMDartParams
  7. LightGBMDatasetParams
  8. LightGBMLearnerParams
  9. LightGBMBinParams
  10. LightGBMFractionParams
  11. LightGBMSlotParams
  12. LightGBMExecutionParams
  13. HasInitScoreCol
  14. HasValidationIndicatorCol
  15. HasWeightCol
  16. DefaultParamsWritable
  17. MLWritable
  18. Wrappable
  19. RWrappable
  20. PythonWrappable
  21. BaseWrappable
  22. Params
  23. Serializable
  24. Serializable
  25. Identifiable
  26. AnyRef
  27. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val baggingFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  7. val baggingFreq: IntParam
  8. val baggingSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  9. val binSampleCount: IntParam
    Definition Classes
    LightGBMBinParams
  10. val boostFromAverage: BooleanParam
  11. val boostingType: Param[String]
  12. val catSmooth: DoubleParam
    Definition Classes
    LightGBMCategoricalParams
  13. val categoricalSlotIndexes: IntArrayParam
    Definition Classes
    LightGBMSlotParams
  14. val categoricalSlotNames: StringArrayParam
    Definition Classes
    LightGBMSlotParams
  15. val catl2: DoubleParam
    Definition Classes
    LightGBMCategoricalParams
  16. val chunkSize: IntParam
    Definition Classes
    LightGBMExecutionParams
  17. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  18. final def clear(param: Param[_]): LightGBMParams.this.type
    Definition Classes
    Params
  19. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  20. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  21. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  23. val dataRandomSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  24. val dataTransferMode: Param[String]
    Definition Classes
    LightGBMExecutionParams
  25. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. val defaultListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  27. val delegate: Option[LightGBMDelegate]
  28. val deterministic: BooleanParam
    Definition Classes
    LightGBMSeedParams
  29. val driverListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  30. val dropRate: DoubleParam
    Definition Classes
    LightGBMDartParams
  31. val dropSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  32. val earlyStoppingRound: IntParam
    Definition Classes
    LightGBMLearnerParams
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. val extraSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  38. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  39. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  40. val featureFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  41. val featureFractionByNode: DoubleParam
    Definition Classes
    LightGBMFractionParams
  42. val featureFractionSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  43. val featuresShapCol: Param[String]
    Definition Classes
    LightGBMPredictionParams
  44. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  45. val fobj: FObjParam
    Definition Classes
    LightGBMObjectiveParams
  46. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  48. def getBaggingFreq: Int
  49. def getBaggingSeed: Int
    Definition Classes
    LightGBMSeedParams
  50. def getBinSampleCount: Int
    Definition Classes
    LightGBMBinParams
  51. def getBoostFromAverage: Boolean
  52. def getBoostingType: String
  53. def getCatSmooth: Double
    Definition Classes
    LightGBMCategoricalParams
  54. def getCategoricalSlotIndexes: Array[Int]
    Definition Classes
    LightGBMSlotParams
  55. def getCategoricalSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  56. def getCatl2: Double
    Definition Classes
    LightGBMCategoricalParams
  57. def getChunkSize: Int
    Definition Classes
    LightGBMExecutionParams
  58. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  59. def getDataRandomSeed: Int
    Definition Classes
    LightGBMSeedParams
  60. def getDataTransferMode: String
    Definition Classes
    LightGBMExecutionParams
  61. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  62. def getDefaultListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  63. def getDelegate: Option[LightGBMDelegate]
  64. def getDeterministic: Boolean
    Definition Classes
    LightGBMSeedParams
  65. def getDriverListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  66. def getDropRate: Double
    Definition Classes
    LightGBMDartParams
  67. def getDropSeed: Int
    Definition Classes
    LightGBMSeedParams
  68. def getEarlyStoppingRound: Int
    Definition Classes
    LightGBMLearnerParams
  69. def getExtraSeed: Int
    Definition Classes
    LightGBMSeedParams
  70. def getFObj: FObjTrait
    Definition Classes
    LightGBMObjectiveParams
  71. def getFeatureFraction: Double
    Definition Classes
    LightGBMFractionParams
  72. def getFeatureFractionByNode: Double
    Definition Classes
    LightGBMFractionParams
  73. def getFeatureFractionSeed: Int
    Definition Classes
    LightGBMSeedParams
  74. def getFeaturesShapCol: String
    Definition Classes
    LightGBMPredictionParams
  75. def getImprovementTolerance: Double
    Definition Classes
    LightGBMLearnerParams
  76. def getInitScoreCol: String

    Definition Classes
    HasInitScoreCol
  77. def getIsEnableSparse: Boolean
    Definition Classes
    LightGBMDatasetParams
  78. def getIsProvideTrainingMetric: Boolean
  79. def getLambdaL1: Double
  80. def getLambdaL2: Double
  81. def getLeafPredictionCol: String
    Definition Classes
    LightGBMPredictionParams
  82. def getLearningRate: Double
  83. def getMatrixType: String
    Definition Classes
    LightGBMExecutionParams
  84. def getMaxBin: Int
    Definition Classes
    LightGBMBinParams
  85. def getMaxBinByFeature: Array[Int]
  86. def getMaxCatThreshold: Int
    Definition Classes
    LightGBMCategoricalParams
  87. def getMaxCatToOnehot: Int
    Definition Classes
    LightGBMCategoricalParams
  88. def getMaxDeltaStep: Double
  89. def getMaxDepth: Int
  90. def getMaxDrop: Int
    Definition Classes
    LightGBMDartParams
  91. def getMaxNumClasses: Int
  92. def getMaxStreamingOMPThreads: Int
    Definition Classes
    LightGBMExecutionParams
  93. def getMetric: String
  94. def getMicroBatchSize: Int
    Definition Classes
    LightGBMExecutionParams
  95. def getMinDataInLeaf: Int
  96. def getMinDataPerBin: Int
  97. def getMinDataPerGroup: Int
    Definition Classes
    LightGBMCategoricalParams
  98. def getMinGainToSplit: Double
  99. def getMinSumHessianInLeaf: Double
  100. def getModelString: String
  101. def getMonotoneConstraints: Array[Int]
    Definition Classes
    LightGBMLearnerParams
  102. def getMonotoneConstraintsMethod: String
    Definition Classes
    LightGBMLearnerParams
  103. def getMonotonePenalty: Double
    Definition Classes
    LightGBMLearnerParams
  104. def getNegBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  105. def getNumBatches: Int
    Definition Classes
    LightGBMExecutionParams
  106. def getNumIterations: Int
  107. def getNumLeaves: Int
  108. def getNumTasks: Int
    Definition Classes
    LightGBMExecutionParams
  109. def getNumThreads: Int
    Definition Classes
    LightGBMExecutionParams
  110. def getObjective: String
    Definition Classes
    LightGBMObjectiveParams
  111. def getObjectiveSeed: Int
    Definition Classes
    LightGBMSeedParams
  112. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  113. def getOtherRate: Double
    Definition Classes
    LightGBMLearnerParams
  114. def getParallelism: String
    Definition Classes
    LightGBMExecutionParams
  115. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  116. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  117. def getPassThroughArgs: String
    Definition Classes
    LightGBMExecutionParams
  118. def getPosBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  119. def getPredictDisableShapeCheck: Boolean
    Definition Classes
    LightGBMPredictionParams
  120. def getReferenceDataset: Array[Byte]
    Definition Classes
    LightGBMExecutionParams
  121. def getRepartitionByGroupingColumn: Boolean
    Definition Classes
    LightGBMExecutionParams
  122. def getSamplingMode: String
    Definition Classes
    LightGBMExecutionParams
  123. def getSamplingSubsetSize: Int
    Definition Classes
    LightGBMExecutionParams
  124. def getSeed: Int
    Definition Classes
    LightGBMSeedParams
  125. def getSkipDrop: Double
    Definition Classes
    LightGBMDartParams
  126. def getSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  127. def getTimeout: Double
    Definition Classes
    LightGBMExecutionParams
  128. def getTopK: Int
    Definition Classes
    LightGBMExecutionParams
  129. def getTopRate: Double
    Definition Classes
    LightGBMLearnerParams
  130. def getUniformDrop: Boolean
    Definition Classes
    LightGBMDartParams
  131. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  132. def getUseMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  133. def getUseSingleDatasetMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  134. def getValidationIndicatorCol: String

    Definition Classes
    HasValidationIndicatorCol
  135. def getVerbosity: Int
  136. def getWeightCol: String

    Definition Classes
    HasWeightCol
  137. def getXGBoostDartMode: Boolean
    Definition Classes
    LightGBMDartParams
  138. def getZeroAsMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  139. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  140. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  141. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  142. val improvementTolerance: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  143. val initScoreCol: Param[String]

    The name of the initial score column

    The name of the initial score column

    Definition Classes
    HasInitScoreCol
  144. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  145. val isEnableSparse: BooleanParam
    Definition Classes
    LightGBMDatasetParams
  146. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  147. val isProvideTrainingMetric: BooleanParam
  148. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  149. val lambdaL1: DoubleParam
  150. val lambdaL2: DoubleParam
  151. val leafPredictionCol: Param[String]
    Definition Classes
    LightGBMPredictionParams
  152. val learningRate: DoubleParam
  153. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  154. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  155. val matrixType: Param[String]
    Definition Classes
    LightGBMExecutionParams
  156. val maxBin: IntParam
    Definition Classes
    LightGBMBinParams
  157. val maxBinByFeature: IntArrayParam
  158. val maxCatThreshold: IntParam
    Definition Classes
    LightGBMCategoricalParams
  159. val maxCatToOnehot: IntParam
    Definition Classes
    LightGBMCategoricalParams
  160. val maxDeltaStep: DoubleParam
  161. val maxDepth: IntParam
  162. val maxDrop: IntParam
    Definition Classes
    LightGBMDartParams
  163. val maxNumClasses: IntParam
  164. val maxStreamingOMPThreads: IntParam
    Definition Classes
    LightGBMExecutionParams
  165. val metric: Param[String]
  166. val microBatchSize: IntParam
    Definition Classes
    LightGBMExecutionParams
  167. val minDataInLeaf: IntParam
  168. val minDataPerBin: IntParam
  169. val minDataPerGroup: IntParam
    Definition Classes
    LightGBMCategoricalParams
  170. val minGainToSplit: DoubleParam
  171. val minSumHessianInLeaf: DoubleParam
  172. val modelString: Param[String]
  173. val monotoneConstraints: IntArrayParam
    Definition Classes
    LightGBMLearnerParams
  174. val monotoneConstraintsMethod: Param[String]
    Definition Classes
    LightGBMLearnerParams
  175. val monotonePenalty: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  176. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  177. val negBaggingFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  178. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  179. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  180. val numBatches: IntParam
    Definition Classes
    LightGBMExecutionParams
  181. val numIterations: IntParam
  182. val numLeaves: IntParam
  183. val numTasks: IntParam
    Definition Classes
    LightGBMExecutionParams
  184. val numThreads: IntParam
    Definition Classes
    LightGBMExecutionParams
  185. val objective: Param[String]
    Definition Classes
    LightGBMObjectiveParams
  186. val objectiveSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  187. val otherRate: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  188. val parallelism: Param[String]
    Definition Classes
    LightGBMExecutionParams
  189. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  190. val passThroughArgs: Param[String]
    Definition Classes
    LightGBMExecutionParams
  191. val posBaggingFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  192. val predictDisableShapeCheck: BooleanParam
    Definition Classes
    LightGBMPredictionParams
  193. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  194. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  195. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  196. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  197. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  198. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  199. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  200. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  201. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  202. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  203. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  204. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  205. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  206. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  207. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  208. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  209. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  210. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  211. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  212. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  213. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  214. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  215. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  216. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  217. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  218. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  219. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  220. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  221. val referenceDataset: ByteArrayParam
    Definition Classes
    LightGBMExecutionParams
  222. val repartitionByGroupingColumn: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  223. val samplingMode: Param[String]
    Definition Classes
    LightGBMExecutionParams
  224. val samplingSubsetSize: IntParam
    Definition Classes
    LightGBMExecutionParams
  225. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  226. val seed: IntParam
    Definition Classes
    LightGBMSeedParams
  227. final def set(paramPair: ParamPair[_]): LightGBMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  228. final def set(param: String, value: Any): LightGBMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  229. final def set[T](param: Param[T], value: T): LightGBMParams.this.type
    Definition Classes
    Params
  230. def setBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  231. def setBaggingFreq(value: Int): LightGBMParams.this.type
  232. def setBaggingSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  233. def setBinSampleCount(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMBinParams
  234. def setBoostFromAverage(value: Boolean): LightGBMParams.this.type
  235. def setBoostingType(value: String): LightGBMParams.this.type
  236. def setCatSmooth(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  237. def setCategoricalSlotIndexes(value: Array[Int]): LightGBMParams.this.type
    Definition Classes
    LightGBMSlotParams
  238. def setCategoricalSlotNames(value: Array[String]): LightGBMParams.this.type
    Definition Classes
    LightGBMSlotParams
  239. def setCatl2(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  240. def setChunkSize(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  241. def setDataRandomSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  242. def setDataTransferMode(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  243. final def setDefault(paramPairs: ParamPair[_]*): LightGBMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  244. final def setDefault[T](param: Param[T], value: T): LightGBMParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  245. def setDefaultListenPort(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  246. def setDelegate(delegate: LightGBMDelegate): LightGBMParams.this.type
  247. def setDeterministic(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  248. def setDriverListenPort(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  249. def setDropRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  250. def setDropSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  251. def setEarlyStoppingRound(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  252. def setExtraSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  253. def setFObj(value: FObjTrait): LightGBMParams.this.type
    Definition Classes
    LightGBMObjectiveParams
  254. def setFeatureFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  255. def setFeatureFractionByNode(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  256. def setFeatureFractionSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  257. def setFeaturesShapCol(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  258. def setImprovementTolerance(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  259. def setInitScoreCol(value: String): LightGBMParams.this.type

    Definition Classes
    HasInitScoreCol
  260. def setIsEnableSparse(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  261. def setIsProvideTrainingMetric(value: Boolean): LightGBMParams.this.type
  262. def setLambdaL1(value: Double): LightGBMParams.this.type
  263. def setLambdaL2(value: Double): LightGBMParams.this.type
  264. def setLeafPredictionCol(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  265. def setLearningRate(value: Double): LightGBMParams.this.type
  266. def setMatrixType(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  267. def setMaxBin(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMBinParams
  268. def setMaxBinByFeature(value: Array[Int]): LightGBMParams.this.type
  269. def setMaxCatThreshold(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  270. def setMaxCatToOnehot(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  271. def setMaxDeltaStep(value: Double): LightGBMParams.this.type
  272. def setMaxDepth(value: Int): LightGBMParams.this.type
  273. def setMaxDrop(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  274. def setMaxNumClasses(value: Int): LightGBMParams.this.type
  275. def setMaxStreamingOMPThreads(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  276. def setMetric(value: String): LightGBMParams.this.type
  277. def setMicroBatchSize(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  278. def setMinDataInLeaf(value: Int): LightGBMParams.this.type
  279. def setMinDataPerBin(value: Int): LightGBMParams.this.type
  280. def setMinDataPerGroup(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  281. def setMinGainToSplit(value: Double): LightGBMParams.this.type
  282. def setMinSumHessianInLeaf(value: Double): LightGBMParams.this.type
  283. def setModelString(value: String): LightGBMParams.this.type
  284. def setMonotoneConstraints(value: Array[Int]): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  285. def setMonotoneConstraintsMethod(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  286. def setMonotonePenalty(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  287. def setNegBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  288. def setNumBatches(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  289. def setNumIterations(value: Int): LightGBMParams.this.type
  290. def setNumLeaves(value: Int): LightGBMParams.this.type
  291. def setNumTasks(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  292. def setNumThreads(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  293. def setObjective(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMObjectiveParams
  294. def setObjectiveSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  295. def setOtherRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  296. def setParallelism(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  297. def setPassThroughArgs(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  298. def setPosBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  299. def setPredictDisableShapeCheck(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  300. def setReferenceDataset(value: Array[Byte]): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  301. def setRepartitionByGroupingColumn(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  302. def setSamplingMode(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  303. def setSamplingSubsetSize(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  304. def setSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  305. def setSkipDrop(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  306. def setSlotNames(value: Array[String]): LightGBMParams.this.type
    Definition Classes
    LightGBMSlotParams
  307. def setTimeout(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  308. def setTopK(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  309. def setTopRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  310. def setUniformDrop(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  311. def setUseBarrierExecutionMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  312. def setUseMissing(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  313. def setUseSingleDatasetMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  314. def setValidationIndicatorCol(value: String): LightGBMParams.this.type

    Definition Classes
    HasValidationIndicatorCol
  315. def setVerbosity(value: Int): LightGBMParams.this.type
  316. def setWeightCol(value: String): LightGBMParams.this.type

    Definition Classes
    HasWeightCol
  317. def setXGBoostDartMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  318. def setZeroAsMissing(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  319. val skipDrop: DoubleParam
    Definition Classes
    LightGBMDartParams
  320. val slotNames: StringArrayParam
    Definition Classes
    LightGBMSlotParams
  321. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  322. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  323. val timeout: DoubleParam
    Definition Classes
    LightGBMExecutionParams
  324. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  325. val topK: IntParam
    Definition Classes
    LightGBMExecutionParams
  326. val topRate: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  327. val uniformDrop: BooleanParam
    Definition Classes
    LightGBMDartParams
  328. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  329. val useMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams
  330. val useSingleDatasetMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  331. val validationIndicatorCol: Param[String]

    The name of the validation indicator column

    The name of the validation indicator column

    Definition Classes
    HasValidationIndicatorCol
  332. val verbosity: IntParam
  333. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  334. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  335. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  336. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  337. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  338. val xGBoostDartMode: BooleanParam
    Definition Classes
    LightGBMDartParams
  339. val zeroAsMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams

Deprecated Value Members

  1. val executionMode: Param[String]
    Definition Classes
    LightGBMExecutionParams
    Annotations
    @deprecated
    Deprecated

    (Since version 0.11.1) Please use 'dataTransferMode'

  2. def setExecutionMode(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
    Annotations
    @deprecated
    Deprecated

    (Since version 0.11.1) Please use 'setDataTransferMode'

Inherited from LightGBMCategoricalParams

Inherited from LightGBMSeedParams

Inherited from LightGBMObjectiveParams

Inherited from LightGBMPredictionParams

Inherited from LightGBMDartParams

Inherited from LightGBMDatasetParams

Inherited from LightGBMLearnerParams

Inherited from LightGBMBinParams

Inherited from LightGBMFractionParams

Inherited from LightGBMSlotParams

Inherited from LightGBMExecutionParams

Inherited from HasInitScoreCol

Inherited from HasValidationIndicatorCol

Inherited from HasWeightCol

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped