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. RWrappable
  20. PythonWrappable
  21. BaseWrappable
  22. Params
  23. Serializable
  24. Serializable
  25. Identifiable
  26. AnyRef
  27. 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. 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. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. val extraSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  25. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  27. val featureFraction: DoubleParam
    Definition Classes
    LightGBMFractionParams
  28. val featureFractionByNode: DoubleParam
    Definition Classes
    LightGBMFractionParams
  29. val featureFractionSeed: IntParam
    Definition Classes
    LightGBMSeedParams
  30. val featuresShapCol: Param[String]
    Definition Classes
    LightGBMPredictionParams
  31. val fobj: FObjParam
    Definition Classes
    LightGBMObjectiveParams
  32. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  33. def getBaggingFraction: Double
    Definition Classes
    LightGBMFractionParams
  34. def getBaggingFreq: Int
  35. def getBaggingSeed: Int
    Definition Classes
    LightGBMSeedParams
  36. def getBinSampleCount: Int
    Definition Classes
    LightGBMBinParams
  37. def getBoostFromAverage: Boolean
  38. def getBoostingType: String
  39. def getCatSmooth: Double
    Definition Classes
    LightGBMCategoricalParams
  40. def getCategoricalSlotIndexes: Array[Int]
    Definition Classes
    LightGBMSlotParams
  41. def getCategoricalSlotNames: Array[String]
    Definition Classes
    LightGBMSlotParams
  42. def getCatl2: Double
    Definition Classes
    LightGBMCategoricalParams
  43. def getChunkSize: Int
    Definition Classes
    LightGBMExecutionParams
  44. def getDataRandomSeed: Int
    Definition Classes
    LightGBMSeedParams
  45. def getDataTransferMode: String
    Definition Classes
    LightGBMExecutionParams
  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 getExtraSeed: Int
    Definition Classes
    LightGBMSeedParams
  55. def getFObj: FObjTrait
    Definition Classes
    LightGBMObjectiveParams
  56. def getFeatureFraction: Double
    Definition Classes
    LightGBMFractionParams
  57. def getFeatureFractionByNode: Double
    Definition Classes
    LightGBMFractionParams
  58. def getFeatureFractionSeed: Int
    Definition Classes
    LightGBMSeedParams
  59. def getFeaturesShapCol: String
    Definition Classes
    LightGBMPredictionParams
  60. def getImprovementTolerance: Double
    Definition Classes
    LightGBMLearnerParams
  61. def getInitScoreCol: String

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

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

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

    The name of the initial score column

    The name of the initial score column

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

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

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

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

    The name of the validation indicator column

    The name of the validation indicator column

    Definition Classes
    HasValidationIndicatorCol
  280. val verbosity: IntParam
  281. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

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