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

Ordering
  1. Alphabetic
  2. By Inheritance
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. DotnetWrappable
  20. RWrappable
  21. PythonWrappable
  22. BaseWrappable
  23. Params
  24. Serializable
  25. Serializable
  26. Identifiable
  27. AnyRef
  28. Any
  1. Hide All
  2. Show All
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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  30. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  36. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  37. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  38. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  39. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  40. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  41. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  42. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  43. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  44. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  45. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  46. val driverListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  47. val dropRate: DoubleParam
    Definition Classes
    LightGBMDartParams
  48. val dropSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  49. val earlyStoppingRound: IntParam
    Definition Classes
    LightGBMLearnerParams
  50. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  51. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  52. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  53. def explainParams(): String
    Definition Classes
    Params
  54. val extraSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  55. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  56. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  57. val featureFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  58. val featureFractionByNode: DoubleParam
    Definition Classes
    LightGBMFractionParams
  59. val featureFractionSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  60. val featuresShapCol: Param[String]
    Definition Classes
    LightGBMPredictionParams
  61. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  62. val fobj: FObjParam
    Definition Classes
    LightGBMObjectiveParams
  63. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  64. def getBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  65. def getBaggingFreq: Int
  66. def getBaggingSeed: Int
    Definition Classes
    LightGBMSeedParams
  67. def getBinSampleCount: Int
    Definition Classes
    LightGBMBinParams
  68. def getBoostFromAverage: Boolean
  69. def getBoostingType: String
  70. def getCatSmooth: Double
    Definition Classes
    LightGBMCategoricalParams
  71. def getCategoricalSlotIndexes: Array[Int]
    Definition Classes
    LightGBMSlotParams
  72. def getCategoricalSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  73. def getCatl2: Double
    Definition Classes
    LightGBMCategoricalParams
  74. def getChunkSize: Int
    Definition Classes
    LightGBMExecutionParams
  75. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  76. def getDataRandomSeed: Int
    Definition Classes
    LightGBMSeedParams
  77. def getDataTransferMode: String
    Definition Classes
    LightGBMExecutionParams
  78. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  79. def getDefaultListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  80. def getDelegate: Option[LightGBMDelegate]
  81. def getDeterministic: Boolean
    Definition Classes
    LightGBMSeedParams
  82. def getDriverListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  83. def getDropRate: Double
    Definition Classes
    LightGBMDartParams
  84. def getDropSeed: Int
    Definition Classes
    LightGBMSeedParams
  85. def getEarlyStoppingRound: Int
    Definition Classes
    LightGBMLearnerParams
  86. def getExtraSeed: Int
    Definition Classes
    LightGBMSeedParams
  87. def getFObj: FObjTrait
    Definition Classes
    LightGBMObjectiveParams
  88. def getFeatureFraction: Double
    Definition Classes
    LightGBMFractionParams
  89. def getFeatureFractionByNode: Double
    Definition Classes
    LightGBMFractionParams
  90. def getFeatureFractionSeed: Int
    Definition Classes
    LightGBMSeedParams
  91. def getFeaturesShapCol: String
    Definition Classes
    LightGBMPredictionParams
  92. def getImprovementTolerance: Double
    Definition Classes
    LightGBMLearnerParams
  93. def getInitScoreCol: String

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

    Definition Classes
    HasValidationIndicatorCol
  152. def getVerbosity: Int
  153. def getWeightCol: String

    Definition Classes
    HasWeightCol
  154. def getXGBoostDartMode: Boolean
    Definition Classes
    LightGBMDartParams
  155. def getZeroAsMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  156. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  157. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  158. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  159. val improvementTolerance: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  160. val initScoreCol: Param[String]

    The name of the initial score column

    The name of the initial score column

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

    Definition Classes
    HasInitScoreCol
  278. def setIsEnableSparse(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  279. def setIsProvideTrainingMetric(value: Boolean): LightGBMParams.this.type
  280. def setLambdaL1(value: Double): LightGBMParams.this.type
  281. def setLambdaL2(value: Double): LightGBMParams.this.type
  282. def setLeafPredictionCol(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  283. def setLearningRate(value: Double): LightGBMParams.this.type
  284. def setMatrixType(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  285. def setMaxBin(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMBinParams
  286. def setMaxBinByFeature(value: Array[Int]): LightGBMParams.this.type
  287. def setMaxCatThreshold(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  288. def setMaxCatToOnehot(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  289. def setMaxDeltaStep(value: Double): LightGBMParams.this.type
  290. def setMaxDepth(value: Int): LightGBMParams.this.type
  291. def setMaxDrop(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  292. def setMaxNumClasses(value: Int): LightGBMParams.this.type
  293. def setMaxStreamingOMPThreads(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  294. def setMetric(value: String): LightGBMParams.this.type
  295. def setMicroBatchSize(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  296. def setMinDataInLeaf(value: Int): LightGBMParams.this.type
  297. def setMinDataPerBin(value: Int): LightGBMParams.this.type
  298. def setMinDataPerGroup(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  299. def setMinGainToSplit(value: Double): LightGBMParams.this.type
  300. def setMinSumHessianInLeaf(value: Double): LightGBMParams.this.type
  301. def setModelString(value: String): LightGBMParams.this.type
  302. def setMonotoneConstraints(value: Array[Int]): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  303. def setMonotoneConstraintsMethod(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  304. def setMonotonePenalty(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  305. def setNegBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  306. def setNumBatches(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  307. def setNumIterations(value: Int): LightGBMParams.this.type
  308. def setNumLeaves(value: Int): LightGBMParams.this.type
  309. def setNumTasks(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  310. def setNumThreads(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  311. def setObjective(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMObjectiveParams
  312. def setObjectiveSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  313. def setOtherRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  314. def setParallelism(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  315. def setPassThroughArgs(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  316. def setPosBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  317. def setPredictDisableShapeCheck(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  318. def setReferenceDataset(value: Array[Byte]): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  319. def setRepartitionByGroupingColumn(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  320. def setSamplingMode(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  321. def setSamplingSubsetSize(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  322. def setSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  323. def setSkipDrop(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  324. def setSlotNames(value: Array[String]): LightGBMParams.this.type
    Definition Classes
    LightGBMSlotParams
  325. def setTimeout(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  326. def setTopK(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  327. def setTopRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  328. def setUniformDrop(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  329. def setUseBarrierExecutionMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  330. def setUseMissing(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  331. def setUseSingleDatasetMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  332. def setValidationIndicatorCol(value: String): LightGBMParams.this.type

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

    Definition Classes
    HasWeightCol
  335. def setXGBoostDartMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  336. def setZeroAsMissing(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  337. val skipDrop: DoubleParam
    Definition Classes
    LightGBMDartParams
  338. val slotNames: StringArrayParam
    Definition Classes
    LightGBMSlotParams
  339. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  340. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  341. val timeout: DoubleParam
    Definition Classes
    LightGBMExecutionParams
  342. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  343. val topK: IntParam
    Definition Classes
    LightGBMExecutionParams
  344. val topRate: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  345. val uniformDrop: BooleanParam
    Definition Classes
    LightGBMDartParams
  346. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  347. val useMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams
  348. val useSingleDatasetMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  349. val validationIndicatorCol: Param[String]

    The name of the validation indicator column

    The name of the validation indicator column

    Definition Classes
    HasValidationIndicatorCol
  350. val verbosity: IntParam
  351. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  352. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  353. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  354. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  355. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  356. val xGBoostDartMode: BooleanParam
    Definition Classes
    LightGBMDartParams
  357. 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 DotnetWrappable

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