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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  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
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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. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  25. val defaultListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  26. val delegate: Option[LightGBMDelegate]
  27. val deterministic: BooleanParam
    Definition Classes
    LightGBMSeedParams
  28. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  29. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  36. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  37. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  38. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  39. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  40. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  41. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  42. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  43. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  44. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  45. val driverListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  46. val dropRate: DoubleParam
    Definition Classes
    LightGBMDartParams
  47. val dropSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  48. val earlyStoppingRound: IntParam
    Definition Classes
    LightGBMLearnerParams
  49. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  50. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  51. val executionMode: Param[String]
    Definition Classes
    LightGBMExecutionParams
  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. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  78. def getDefaultListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  79. def getDelegate: Option[LightGBMDelegate]
  80. def getDeterministic: Boolean
    Definition Classes
    LightGBMSeedParams
  81. def getDriverListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  82. def getDropRate: Double
    Definition Classes
    LightGBMDartParams
  83. def getDropSeed: Int
    Definition Classes
    LightGBMSeedParams
  84. def getEarlyStoppingRound: Int
    Definition Classes
    LightGBMLearnerParams
  85. def getExecutionMode: String
    Definition Classes
    LightGBMExecutionParams
  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 getMetric: String
  109. def getMicroBatchSize: Int
    Definition Classes
    LightGBMExecutionParams
  110. def getMinDataInLeaf: Int
  111. def getMinDataPerBin: Int
  112. def getMinDataPerGroup: Int
    Definition Classes
    LightGBMCategoricalParams
  113. def getMinGainToSplit: Double
  114. def getMinSumHessianInLeaf: Double
  115. def getModelString: String
  116. def getMonotoneConstraints: Array[Int]
    Definition Classes
    LightGBMLearnerParams
  117. def getMonotoneConstraintsMethod: String
    Definition Classes
    LightGBMLearnerParams
  118. def getMonotonePenalty: Double
    Definition Classes
    LightGBMLearnerParams
  119. def getNegBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  120. def getNumBatches: Int
    Definition Classes
    LightGBMExecutionParams
  121. def getNumIterations: Int
  122. def getNumLeaves: Int
  123. def getNumTasks: Int
    Definition Classes
    LightGBMExecutionParams
  124. def getNumThreads: Int
    Definition Classes
    LightGBMExecutionParams
  125. def getObjective: String
    Definition Classes
    LightGBMObjectiveParams
  126. def getObjectiveSeed: Int
    Definition Classes
    LightGBMSeedParams
  127. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  128. def getOtherRate: Double
    Definition Classes
    LightGBMLearnerParams
  129. def getParallelism: String
    Definition Classes
    LightGBMExecutionParams
  130. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  131. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  132. def getPassThroughArgs: String
    Definition Classes
    LightGBMExecutionParams
  133. def getPosBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  134. def getPredictDisableShapeCheck: Boolean
    Definition Classes
    LightGBMPredictionParams
  135. def getRepartitionByGroupingColumn: Boolean
    Definition Classes
    LightGBMExecutionParams
  136. def getSeed: Int
    Definition Classes
    LightGBMSeedParams
  137. def getSkipDrop: Double
    Definition Classes
    LightGBMDartParams
  138. def getSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  139. def getTimeout: Double
    Definition Classes
    LightGBMExecutionParams
  140. def getTopK: Int
    Definition Classes
    LightGBMExecutionParams
  141. def getTopRate: Double
    Definition Classes
    LightGBMLearnerParams
  142. def getUniformDrop: Boolean
    Definition Classes
    LightGBMDartParams
  143. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  144. def getUseMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  145. def getUseSingleDatasetMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  146. def getValidationIndicatorCol: String

    Definition Classes
    HasValidationIndicatorCol
  147. def getVerbosity: Int
  148. def getWeightCol: String

    Definition Classes
    HasWeightCol
  149. def getXGBoostDartMode: Boolean
    Definition Classes
    LightGBMDartParams
  150. def getZeroAsMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  151. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  152. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  153. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  154. val improvementTolerance: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  155. val initScoreCol: Param[String]

    The name of the initial score column

    The name of the initial score column

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

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

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

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

    The name of the validation indicator column

    The name of the validation indicator column

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

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  340. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  341. val xGBoostDartMode: BooleanParam
    Definition Classes
    LightGBMDartParams
  342. val zeroAsMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams

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