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 getMetric: String
  78. def getMicroBatchSize: Int
    Definition Classes
    LightGBMExecutionParams
  79. def getMinDataInLeaf: Int
  80. def getMinDataPerBin: Int
  81. def getMinDataPerGroup: Int
    Definition Classes
    LightGBMCategoricalParams
  82. def getMinGainToSplit: Double
  83. def getMinSumHessianInLeaf: Double
  84. def getModelString: String
  85. def getMonotoneConstraints: Array[Int]
    Definition Classes
    LightGBMLearnerParams
  86. def getMonotoneConstraintsMethod: String
    Definition Classes
    LightGBMLearnerParams
  87. def getMonotonePenalty: Double
    Definition Classes
    LightGBMLearnerParams
  88. def getNegBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  89. def getNumBatches: Int
    Definition Classes
    LightGBMExecutionParams
  90. def getNumIterations: Int
  91. def getNumLeaves: Int
  92. def getNumTasks: Int
    Definition Classes
    LightGBMExecutionParams
  93. def getNumThreads: Int
    Definition Classes
    LightGBMExecutionParams
  94. def getObjective: String
    Definition Classes
    LightGBMObjectiveParams
  95. def getObjectiveSeed: Int
    Definition Classes
    LightGBMSeedParams
  96. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  97. def getOtherRate: Double
    Definition Classes
    LightGBMLearnerParams
  98. def getParallelism: String
    Definition Classes
    LightGBMExecutionParams
  99. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  100. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  101. def getPassThroughArgs: String
    Definition Classes
    LightGBMExecutionParams
  102. def getPosBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  103. def getPredictDisableShapeCheck: Boolean
    Definition Classes
    LightGBMPredictionParams
  104. def getRepartitionByGroupingColumn: Boolean
    Definition Classes
    LightGBMExecutionParams
  105. def getSeed: Int
    Definition Classes
    LightGBMSeedParams
  106. def getSkipDrop: Double
    Definition Classes
    LightGBMDartParams
  107. def getSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  108. def getTimeout: Double
    Definition Classes
    LightGBMExecutionParams
  109. def getTopK: Int
    Definition Classes
    LightGBMExecutionParams
  110. def getTopRate: Double
    Definition Classes
    LightGBMLearnerParams
  111. def getUniformDrop: Boolean
    Definition Classes
    LightGBMDartParams
  112. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  113. def getUseMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  114. def getUseSingleDatasetMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  115. def getValidationIndicatorCol: String

    Definition Classes
    HasValidationIndicatorCol
  116. def getVerbosity: Int
  117. def getWeightCol: String

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

    The name of the initial score column

    The name of the initial score column

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

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

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

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

    The name of the validation indicator column

    The name of the validation indicator column

    Definition Classes
    HasValidationIndicatorCol
  267. val verbosity: IntParam
  268. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  269. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  270. val xGBoostDartMode: BooleanParam
    Definition Classes
    LightGBMDartParams
  271. val zeroAsMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams