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 dataTransferMode: Param[String]
    Definition Classes
    LightGBMExecutionParams
  15. val defaultListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  16. val delegate: Option[LightGBMDelegate]
  17. val deterministic: BooleanParam
    Definition Classes
    LightGBMSeedParams
  18. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  19. val driverListenPort: IntParam
    Definition Classes
    LightGBMExecutionParams
  20. val dropRate: DoubleParam
    Definition Classes
    LightGBMDartParams
  21. val dropSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  22. val earlyStoppingRound: IntParam
    Definition Classes
    LightGBMLearnerParams
  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. def getDataTransferMode: String
    Definition Classes
    LightGBMExecutionParams
  47. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getDefaultListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  49. def getDelegate: Option[LightGBMDelegate]
  50. def getDeterministic: Boolean
    Definition Classes
    LightGBMSeedParams
  51. def getDriverListenPort: Int
    Definition Classes
    LightGBMExecutionParams
  52. def getDropRate: Double
    Definition Classes
    LightGBMDartParams
  53. def getDropSeed: Int
    Definition Classes
    LightGBMSeedParams
  54. def getEarlyStoppingRound: Int
    Definition Classes
    LightGBMLearnerParams
  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 getReferenceDataset: Array[Byte]
    Definition Classes
    LightGBMExecutionParams
  107. def getRepartitionByGroupingColumn: Boolean
    Definition Classes
    LightGBMExecutionParams
  108. def getSamplingMode: String
    Definition Classes
    LightGBMExecutionParams
  109. def getSamplingSubsetSize: Int
    Definition Classes
    LightGBMExecutionParams
  110. def getSeed: Int
    Definition Classes
    LightGBMSeedParams
  111. def getSkipDrop: Double
    Definition Classes
    LightGBMDartParams
  112. def getSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  113. def getTimeout: Double
    Definition Classes
    LightGBMExecutionParams
  114. def getTopK: Int
    Definition Classes
    LightGBMExecutionParams
  115. def getTopRate: Double
    Definition Classes
    LightGBMLearnerParams
  116. def getUniformDrop: Boolean
    Definition Classes
    LightGBMDartParams
  117. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  118. def getUseMissing: Boolean
    Definition Classes
    LightGBMDatasetParams
  119. def getUseSingleDatasetMode: Boolean
    Definition Classes
    LightGBMExecutionParams
  120. def getValidationIndicatorCol: String

    Definition Classes
    HasValidationIndicatorCol
  121. def getVerbosity: Int
  122. def getWeightCol: String

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

    The name of the initial score column

    The name of the initial score column

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

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

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

    Definition Classes
    HasWeightCol
  269. def setXGBoostDartMode(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDartParams
  270. def setZeroAsMissing(value: Boolean): LightGBMParams.this.type
    Definition Classes
    LightGBMDatasetParams
  271. val skipDrop: DoubleParam
    Definition Classes
    LightGBMDartParams
  272. val slotNames: StringArrayParam
    Definition Classes
    LightGBMSlotParams
  273. val timeout: DoubleParam
    Definition Classes
    LightGBMExecutionParams
  274. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  275. val topK: IntParam
    Definition Classes
    LightGBMExecutionParams
  276. val topRate: DoubleParam
    Definition Classes
    LightGBMLearnerParams
  277. val uniformDrop: BooleanParam
    Definition Classes
    LightGBMDartParams
  278. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  279. val useMissing: BooleanParam
    Definition Classes
    LightGBMDatasetParams
  280. val useSingleDatasetMode: BooleanParam
    Definition Classes
    LightGBMExecutionParams
  281. val validationIndicatorCol: Param[String]

    The name of the validation indicator column

    The name of the validation indicator column

    Definition Classes
    HasValidationIndicatorCol
  282. val verbosity: IntParam
  283. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  284. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  285. val xGBoostDartMode: BooleanParam
    Definition Classes
    LightGBMDartParams
  286. 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'