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. 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. val baggingFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  2. val baggingFreq: IntParam
  3. val baggingSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  4. val binSampleCount: IntParam
    Definition Classes
    LightGBMBinParams
  5. val boostFromAverage: BooleanParam
  6. val boostingType: Param[String]
  7. val catSmooth: DoubleParam
    Definition Classes
    LightGBMCategoricalParams
  8. val categoricalSlotIndexes: IntArrayParam
    Definition Classes
    LightGBMSlotParams
  9. val categoricalSlotNames: StringArrayParam
    Definition Classes
    LightGBMSlotParams
  10. val catl2: DoubleParam
    Definition Classes
    LightGBMCategoricalParams
  11. val chunkSize: IntParam
    Definition Classes
    LightGBMExecutionParams
  12. final def clear(param: Param[_]): LightGBMParams.this.type
    Definition Classes
    Params
  13. val dataRandomSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  14. val defaultListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  15. val delegate: Option[LightGBMDelegate]
  16. val deterministic: BooleanParam
    Definition Classes
    LightGBMSeedParams
  17. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  18. val driverListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  19. val dropRate: DoubleParam
    Definition Classes
    LightGBMDartParams
  20. val dropSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  21. val earlyStoppingRound: IntParam
    Definition Classes
    LightGBMLearnerParams
  22. val executionMode: Param[String]
    Definition Classes
    LightGBMExecutionParams
  23. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  24. def explainParams(): String
    Definition Classes
    Params
  25. val extraSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  26. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  27. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  28. val featureFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  29. val featureFractionByNode: DoubleParam
    Definition Classes
    LightGBMFractionParams
  30. val featureFractionSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  31. val featuresShapCol: Param[String]
    Definition Classes
    LightGBMPredictionParams
  32. val fobj: FObjParam
    Definition Classes
    LightGBMObjectiveParams
  33. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  34. def getBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  35. def getBaggingFreq: Int
  36. def getBaggingSeed: Int
    Definition Classes
    LightGBMSeedParams
  37. def getBinSampleCount: Int
    Definition Classes
    LightGBMBinParams
  38. def getBoostFromAverage: Boolean
  39. def getBoostingType: String
  40. def getCatSmooth: Double
    Definition Classes
    LightGBMCategoricalParams
  41. def getCategoricalSlotIndexes: Array[Int]
    Definition Classes
    LightGBMSlotParams
  42. def getCategoricalSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  43. def getCatl2: Double
    Definition Classes
    LightGBMCategoricalParams
  44. def getChunkSize: Int
    Definition Classes
    LightGBMExecutionParams
  45. def getDataRandomSeed: Int
    Definition Classes
    LightGBMSeedParams
  46. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getDefaultListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  48. def getDelegate: Option[LightGBMDelegate]
  49. def getDeterministic: Boolean
    Definition Classes
    LightGBMSeedParams
  50. def getDriverListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  51. def getDropRate: Double
    Definition Classes
    LightGBMDartParams
  52. def getDropSeed: Int
    Definition Classes
    LightGBMSeedParams
  53. def getEarlyStoppingRound: Int
    Definition Classes
    LightGBMLearnerParams
  54. def getExecutionMode: String
    Definition Classes
    LightGBMExecutionParams
  55. def getExtraSeed: Int
    Definition Classes
    LightGBMSeedParams
  56. def getFObj: FObjTrait
    Definition Classes
    LightGBMObjectiveParams
  57. def getFeatureFraction: Double
    Definition Classes
    LightGBMFractionParams
  58. def getFeatureFractionByNode: Double
    Definition Classes
    LightGBMFractionParams
  59. def getFeatureFractionSeed: Int
    Definition Classes
    LightGBMSeedParams
  60. def getFeaturesShapCol: String
    Definition Classes
    LightGBMPredictionParams
  61. def getImprovementTolerance: Double
    Definition Classes
    LightGBMLearnerParams
  62. def getInitScoreCol: String

    Definition Classes
    HasInitScoreCol
  63. def getIsEnableSparse: Boolean
    Definition Classes
    LightGBMDatasetParams
  64. def getIsProvideTrainingMetric: Boolean
  65. def getLambdaL1: Double
  66. def getLambdaL2: Double
  67. def getLeafPredictionCol: String
    Definition Classes
    LightGBMPredictionParams
  68. def getLearningRate: Double
  69. def getMatrixType: String
    Definition Classes
    LightGBMExecutionParams
  70. def getMaxBin: Int
    Definition Classes
    LightGBMBinParams
  71. def getMaxBinByFeature: Array[Int]
  72. def getMaxCatThreshold: Int
    Definition Classes
    LightGBMCategoricalParams
  73. def getMaxCatToOnehot: Int
    Definition Classes
    LightGBMCategoricalParams
  74. def getMaxDeltaStep: Double
  75. def getMaxDepth: Int
  76. def getMaxDrop: Int
    Definition Classes
    LightGBMDartParams
  77. def getMaxNumClasses: Int
  78. def getMaxStreamingOMPThreads: Int
    Definition Classes
    LightGBMExecutionParams
  79. def getMetric: String
  80. def getMicroBatchSize: Int
    Definition Classes
    LightGBMExecutionParams
  81. def getMinDataInLeaf: Int
  82. def getMinDataPerBin: Int
  83. def getMinDataPerGroup: Int
    Definition Classes
    LightGBMCategoricalParams
  84. def getMinGainToSplit: Double
  85. def getMinSumHessianInLeaf: Double
  86. def getModelString: String
  87. def getMonotoneConstraints: Array[Int]
    Definition Classes
    LightGBMLearnerParams
  88. def getMonotoneConstraintsMethod: String
    Definition Classes
    LightGBMLearnerParams
  89. def getMonotonePenalty: Double
    Definition Classes
    LightGBMLearnerParams
  90. def getNegBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  91. def getNumBatches: Int
    Definition Classes
    LightGBMExecutionParams
  92. def getNumIterations: Int
  93. def getNumLeaves: Int
  94. def getNumTasks: Int
    Definition Classes
    LightGBMExecutionParams
  95. def getNumThreads: Int
    Definition Classes
    LightGBMExecutionParams
  96. def getObjective: String
    Definition Classes
    LightGBMObjectiveParams
  97. def getObjectiveSeed: Int
    Definition Classes
    LightGBMSeedParams
  98. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  99. def getOtherRate: Double
    Definition Classes
    LightGBMLearnerParams
  100. def getParallelism: String
    Definition Classes
    LightGBMExecutionParams
  101. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  102. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  103. def getPassThroughArgs: String
    Definition Classes
    LightGBMExecutionParams
  104. def getPosBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  105. def getPredictDisableShapeCheck: Boolean
    Definition Classes
    LightGBMPredictionParams
  106. def getRepartitionByGroupingColumn: Boolean
    Definition Classes
    LightGBMExecutionParams
  107. def getSeed: Int
    Definition Classes
    LightGBMSeedParams
  108. def getSkipDrop: Double
    Definition Classes
    LightGBMDartParams
  109. def getSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  110. def getTimeout: Double
    Definition Classes
    LightGBMExecutionParams
  111. def getTopK: Int
    Definition Classes
    LightGBMExecutionParams
  112. def getTopRate: Double
    Definition Classes
    LightGBMLearnerParams
  113. def getUniformDrop: Boolean
    Definition Classes
    LightGBMDartParams
  114. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  115. def getUseMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  116. def getUseSingleDatasetMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  117. def getValidationIndicatorCol: String

    Definition Classes
    HasValidationIndicatorCol
  118. def getVerbosity: Int
  119. def getWeightCol: String

    Definition Classes
    HasWeightCol
  120. def getXGBoostDartMode: Boolean
    Definition Classes
    LightGBMDartParams
  121. def getZeroAsMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  122. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  123. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  124. val improvementTolerance: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  125. val initScoreCol: Param[String]

    The name of the initial score column

    The name of the initial score column

    Definition Classes
    HasInitScoreCol
  126. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  127. val isEnableSparse: BooleanParam
    Definition Classes
    LightGBMDatasetParams
  128. val isProvideTrainingMetric: BooleanParam
  129. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  130. val lambdaL1: DoubleParam
  131. val lambdaL2: DoubleParam
  132. val leafPredictionCol: Param[String]
    Definition Classes
    LightGBMPredictionParams
  133. val learningRate: DoubleParam
  134. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  135. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  136. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  137. val matrixType: Param[String]
    Definition Classes
    LightGBMExecutionParams
  138. val maxBin: IntParam
    Definition Classes
    LightGBMBinParams
  139. val maxBinByFeature: IntArrayParam
  140. val maxCatThreshold: IntParam
    Definition Classes
    LightGBMCategoricalParams
  141. val maxCatToOnehot: IntParam
    Definition Classes
    LightGBMCategoricalParams
  142. val maxDeltaStep: DoubleParam
  143. val maxDepth: IntParam
  144. val maxDrop: IntParam
    Definition Classes
    LightGBMDartParams
  145. val maxNumClasses: IntParam
  146. val maxStreamingOMPThreads: IntParam
    Definition Classes
    LightGBMExecutionParams
  147. val metric: Param[String]
  148. val microBatchSize: IntParam
    Definition Classes
    LightGBMExecutionParams
  149. val minDataInLeaf: IntParam
  150. val minDataPerBin: IntParam
  151. val minDataPerGroup: IntParam
    Definition Classes
    LightGBMCategoricalParams
  152. val minGainToSplit: DoubleParam
  153. val minSumHessianInLeaf: DoubleParam
  154. val modelString: Param[String]
  155. val monotoneConstraints: IntArrayParam
    Definition Classes
    LightGBMLearnerParams
  156. val monotoneConstraintsMethod: Param[String]
    Definition Classes
    LightGBMLearnerParams
  157. val monotonePenalty: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  158. val negBaggingFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  159. val numBatches: IntParam
    Definition Classes
    LightGBMExecutionParams
  160. val numIterations: IntParam
  161. val numLeaves: IntParam
  162. val numTasks: IntParam
    Definition Classes
    LightGBMExecutionParams
  163. val numThreads: IntParam
    Definition Classes
    LightGBMExecutionParams
  164. val objective: Param[String]
    Definition Classes
    LightGBMObjectiveParams
  165. val objectiveSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  166. val otherRate: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  167. val parallelism: Param[String]
    Definition Classes
    LightGBMExecutionParams
  168. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  169. val passThroughArgs: Param[String]
    Definition Classes
    LightGBMExecutionParams
  170. val posBaggingFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  171. val predictDisableShapeCheck: BooleanParam
    Definition Classes
    LightGBMPredictionParams
  172. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  173. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  174. val repartitionByGroupingColumn: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  175. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  176. val seed: IntParam
    Definition Classes
    LightGBMSeedParams
  177. final def set[T](param: Param[T], value: T): LightGBMParams.this.type
    Definition Classes
    Params
  178. def setBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  179. def setBaggingFreq(value: Int): LightGBMParams.this.type
  180. def setBaggingSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  181. def setBinSampleCount(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMBinParams
  182. def setBoostFromAverage(value: Boolean): LightGBMParams.this.type
  183. def setBoostingType(value: String): LightGBMParams.this.type
  184. def setCatSmooth(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  185. def setCategoricalSlotIndexes(value: Array[Int]): LightGBMParams.this.type
    Definition Classes
    LightGBMSlotParams
  186. def setCategoricalSlotNames(value: Array[String]): LightGBMParams.this.type
    Definition Classes
    LightGBMSlotParams
  187. def setCatl2(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  188. def setChunkSize(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  189. def setDataRandomSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  190. def setDefaultListenPort(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  191. def setDelegate(delegate: LightGBMDelegate): LightGBMParams.this.type
  192. def setDeterministic(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  193. def setDriverListenPort(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  194. def setDropRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  195. def setDropSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  196. def setEarlyStoppingRound(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  197. def setExecutionMode(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  198. def setExtraSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  199. def setFObj(value: FObjTrait): LightGBMParams.this.type
    Definition Classes
    LightGBMObjectiveParams
  200. def setFeatureFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  201. def setFeatureFractionByNode(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  202. def setFeatureFractionSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  203. def setFeaturesShapCol(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  204. def setImprovementTolerance(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  205. def setInitScoreCol(value: String): LightGBMParams.this.type

    Definition Classes
    HasInitScoreCol
  206. def setIsEnableSparse(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  207. def setIsProvideTrainingMetric(value: Boolean): LightGBMParams.this.type
  208. def setLambdaL1(value: Double): LightGBMParams.this.type
  209. def setLambdaL2(value: Double): LightGBMParams.this.type
  210. def setLeafPredictionCol(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  211. def setLearningRate(value: Double): LightGBMParams.this.type
  212. def setMatrixType(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  213. def setMaxBin(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMBinParams
  214. def setMaxBinByFeature(value: Array[Int]): LightGBMParams.this.type
  215. def setMaxCatThreshold(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  216. def setMaxCatToOnehot(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  217. def setMaxDeltaStep(value: Double): LightGBMParams.this.type
  218. def setMaxDepth(value: Int): LightGBMParams.this.type
  219. def setMaxDrop(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  220. def setMaxNumClasses(value: Int): LightGBMParams.this.type
  221. def setMaxStreamingOMPThreads(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  222. def setMetric(value: String): LightGBMParams.this.type
  223. def setMicroBatchSize(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  224. def setMinDataInLeaf(value: Int): LightGBMParams.this.type
  225. def setMinDataPerBin(value: Int): LightGBMParams.this.type
  226. def setMinDataPerGroup(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMCategoricalParams
  227. def setMinGainToSplit(value: Double): LightGBMParams.this.type
  228. def setMinSumHessianInLeaf(value: Double): LightGBMParams.this.type
  229. def setModelString(value: String): LightGBMParams.this.type
  230. def setMonotoneConstraints(value: Array[Int]): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  231. def setMonotoneConstraintsMethod(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  232. def setMonotonePenalty(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  233. def setNegBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  234. def setNumBatches(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  235. def setNumIterations(value: Int): LightGBMParams.this.type
  236. def setNumLeaves(value: Int): LightGBMParams.this.type
  237. def setNumTasks(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  238. def setNumThreads(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  239. def setObjective(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMObjectiveParams
  240. def setObjectiveSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  241. def setOtherRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  242. def setParallelism(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  243. def setPassThroughArgs(value: String): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  244. def setPosBaggingFraction(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMFractionParams
  245. def setPredictDisableShapeCheck(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMPredictionParams
  246. def setRepartitionByGroupingColumn(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  247. def setSeed(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMSeedParams
  248. def setSkipDrop(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  249. def setSlotNames(value: Array[String]): LightGBMParams.this.type
    Definition Classes
    LightGBMSlotParams
  250. def setTimeout(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  251. def setTopK(value: Int): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  252. def setTopRate(value: Double): LightGBMParams.this.type
    Definition Classes
    LightGBMLearnerParams
  253. def setUniformDrop(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  254. def setUseBarrierExecutionMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  255. def setUseMissing(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  256. def setUseSingleDatasetMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMExecutionParams
  257. def setValidationIndicatorCol(value: String): LightGBMParams.this.type

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

    Definition Classes
    HasWeightCol
  260. def setXGBoostDartMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  261. def setZeroAsMissing(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  262. val skipDrop: DoubleParam
    Definition Classes
    LightGBMDartParams
  263. val slotNames: StringArrayParam
    Definition Classes
    LightGBMSlotParams
  264. val timeout: DoubleParam
    Definition Classes
    LightGBMExecutionParams
  265. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  266. val topK: IntParam
    Definition Classes
    LightGBMExecutionParams
  267. val topRate: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  268. val uniformDrop: BooleanParam
    Definition Classes
    LightGBMDartParams
  269. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  270. val useMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams
  271. val useSingleDatasetMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  272. val validationIndicatorCol: Param[String]

    The name of the validation indicator column

    The name of the validation indicator column

    Definition Classes
    HasValidationIndicatorCol
  273. val verbosity: IntParam
  274. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  275. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  276. val xGBoostDartMode: BooleanParam
    Definition Classes
    LightGBMDartParams
  277. val zeroAsMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams