Trait

ai.catboost.spark.params

ClassifierTrainingParamsTrait

Related Doc: package params

Permalink

trait ClassifierTrainingParamsTrait extends TrainingParamsTrait

Params for training CatBoostClassifier. See documentation on https://catboost.ai/docs/ for details.

Linear Supertypes
TrainingParamsTrait, HasWeightCol, HasFeaturesCol, HasLabelCol, QuantizationParamsTrait, ThreadCountParams, IgnoredFeaturesParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
CatBoostClassifier
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. ClassifierTrainingParamsTrait
  2. TrainingParamsTrait
  3. HasWeightCol
  4. HasFeaturesCol
  5. HasLabelCol
  6. QuantizationParamsTrait
  7. ThreadCountParams
  8. IgnoredFeaturesParams
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final val allowConstLabel: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  6. final val allowWritingFiles: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  7. final val approxOnFullHistory: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  8. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  9. final val autoClassWeights: EnumParam[EAutoClassWeightsType]

    Permalink

  10. final val baggingTemperature: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  11. final val bestModelMinTrees: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  12. final val bootstrapType: EnumParam[EBootstrapType]

    Permalink
    Definition Classes
    TrainingParamsTrait

  13. final val borderCount: IntParam

    Permalink
    Definition Classes
    QuantizationParamsTrait

  14. final val classNames: StringArrayParam

    Permalink

  15. final val classWeightsList: DoubleArrayParam

    Permalink

  16. final val classWeightsMap: OrderedStringMapParam[Double]

    Permalink

  17. final val classesCount: IntParam

    Permalink

  18. final def clear(param: Param[_]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    Params

  19. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  20. final val connectTimeout: DurationParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  21. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  22. final val customMetric: StringArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  23. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  24. final val depth: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  25. final val diffusionTemperature: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  26. final val earlyStoppingRounds: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  27. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  28. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  29. final val evalMetric: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait

  30. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  31. def explainParams(): String

    Permalink
    Definition Classes
    Params

  32. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  33. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  34. final val featureBorderType: EnumParam[EBorderSelectionType]

    Permalink
    Definition Classes
    QuantizationParamsTrait

  35. final val featureWeightsList: DoubleArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  36. final val featureWeightsMap: OrderedStringMapParam[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  37. final val featuresCol: Param[String]

    Permalink
    Definition Classes
    HasFeaturesCol

  38. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  39. final val firstFeatureUsePenaltiesList: DoubleArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  40. final val firstFeatureUsePenaltiesMap: OrderedStringMapParam[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  41. final val foldLenMultiplier: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  42. final val foldPermutationBlock: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  43. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  44. final def getAllowConstLabel: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait

  45. final def getAllowWritingFiles: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait

  46. final def getApproxOnFullHistory: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait

  47. final def getAutoClassWeights: EAutoClassWeightsType

    Permalink

  48. final def getBaggingTemperature: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  49. final def getBestModelMinTrees: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  50. final def getBootstrapType: EBootstrapType

    Permalink
    Definition Classes
    TrainingParamsTrait

  51. final def getBorderCount: Int

    Permalink
    Definition Classes
    QuantizationParamsTrait

  52. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  53. final def getClassNames: Array[String]

    Permalink

  54. final def getClassWeightsList: Array[Double]

    Permalink

  55. final def getClassWeightsMap: LinkedHashMap[String, Double]

    Permalink

  56. final def getClassesCount: Int

    Permalink

  57. final def getConnectTimeout: Duration

    Permalink
    Definition Classes
    TrainingParamsTrait

  58. final def getCustomMetric: Array[String]

    Permalink
    Definition Classes
    TrainingParamsTrait

  59. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  60. final def getDepth: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  61. final def getDiffusionTemperature: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  62. final def getEarlyStoppingRounds: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  63. final def getEvalMetric: String

    Permalink
    Definition Classes
    TrainingParamsTrait

  64. final def getFeatureBorderType: EBorderSelectionType

    Permalink
    Definition Classes
    QuantizationParamsTrait

  65. final def getFeatureWeightsList: Array[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  66. final def getFeatureWeightsMap: LinkedHashMap[String, Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  67. final def getFeaturesCol: String

    Permalink
    Definition Classes
    HasFeaturesCol

  68. final def getFirstFeatureUsePenaltiesList: Array[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  69. final def getFirstFeatureUsePenaltiesMap: LinkedHashMap[String, Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  70. final def getFoldLenMultiplier: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  71. final def getFoldPermutationBlock: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  72. final def getHasTime: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait

  73. final def getIgnoredFeaturesIndices: Array[Int]

    Permalink
    Definition Classes
    IgnoredFeaturesParams

  74. final def getIgnoredFeaturesNames: Array[String]

    Permalink
    Definition Classes
    IgnoredFeaturesParams

  75. final def getInputBorders: String

    Permalink
    Definition Classes
    QuantizationParamsTrait

  76. final def getIterations: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  77. final def getL2LeafReg: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  78. final def getLabelCol: String

    Permalink
    Definition Classes
    HasLabelCol

  79. final def getLeafEstimationBacktracking: ELeavesEstimationStepBacktracking

    Permalink
    Definition Classes
    TrainingParamsTrait

  80. final def getLeafEstimationIterations: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  81. final def getLeafEstimationMethod: ELeavesEstimation

    Permalink
    Definition Classes
    TrainingParamsTrait

  82. final def getLearningRate: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  83. final def getLoggingLevel: ELoggingLevel

    Permalink
    Definition Classes
    TrainingParamsTrait

  84. final def getLossFunction: String

    Permalink
    Definition Classes
    TrainingParamsTrait

  85. final def getMetricPeriod: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  86. final def getModelShrinkMode: EModelShrinkMode

    Permalink
    Definition Classes
    TrainingParamsTrait

  87. final def getModelShrinkRate: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  88. final def getMvsReg: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  89. final def getNanMode: ENanMode

    Permalink
    Definition Classes
    QuantizationParamsTrait

  90. final def getOdPval: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  91. final def getOdType: EOverfittingDetectorType

    Permalink
    Definition Classes
    TrainingParamsTrait

  92. final def getOdWait: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  93. final def getOneHotMaxSize: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  94. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  95. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  96. final def getPenaltiesCoefficient: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  97. final def getPerFloatFeatureQuantizaton: Array[String]

    Permalink
    Definition Classes
    QuantizationParamsTrait

  98. final def getPerObjectFeaturePenaltiesList: Array[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  99. final def getPerObjectFeaturePenaltiesMap: LinkedHashMap[String, Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  100. final def getRandomSeed: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  101. final def getRandomStrength: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  102. final def getRsm: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  103. final def getSamplingFrequency: ESamplingFrequency

    Permalink
    Definition Classes
    TrainingParamsTrait

  104. final def getSamplingUnit: ESamplingUnit

    Permalink
    Definition Classes
    TrainingParamsTrait

  105. final def getSaveSnapshot: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait

  106. final def getScalePosWeight: Float

    Permalink

  107. final def getScoreFunction: EScoreFunction

    Permalink
    Definition Classes
    TrainingParamsTrait

  108. final def getSnapshotFile: String

    Permalink
    Definition Classes
    TrainingParamsTrait

  109. final def getSnapshotInterval: Duration

    Permalink
    Definition Classes
    TrainingParamsTrait

  110. final def getSparkPartitionCount: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  111. final def getSubsample: Float

    Permalink
    Definition Classes
    TrainingParamsTrait

  112. final def getTargetBorder: Float

    Permalink

  113. final def getThreadCount: Int

    Permalink
    Definition Classes
    ThreadCountParams

  114. final def getTrainDir: String

    Permalink
    Definition Classes
    TrainingParamsTrait

  115. final def getUseBestModel: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait

  116. final def getWeightCol: String

    Permalink
    Definition Classes
    HasWeightCol

  117. final def getWorkerInitializationTimeout: Duration

    Permalink
    Definition Classes
    TrainingParamsTrait

  118. final def getWorkerMaxFailures: Int

    Permalink
    Definition Classes
    TrainingParamsTrait

  119. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  120. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  121. final val hasTime: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  122. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  123. final val ignoredFeaturesIndices: IntArrayParam

    Permalink
    Definition Classes
    IgnoredFeaturesParams

  124. final val ignoredFeaturesNames: StringArrayParam

    Permalink
    Definition Classes
    IgnoredFeaturesParams

  125. final val inputBorders: Param[String]

    Permalink
    Definition Classes
    QuantizationParamsTrait

  126. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  127. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  128. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  129. final val iterations: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  130. final val l2LeafReg: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  131. final val labelCol: Param[String]

    Permalink
    Definition Classes
    HasLabelCol

  132. final val leafEstimationBacktracking: EnumParam[ELeavesEstimationStepBacktracking]

    Permalink
    Definition Classes
    TrainingParamsTrait

  133. final val leafEstimationIterations: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  134. final val leafEstimationMethod: EnumParam[ELeavesEstimation]

    Permalink
    Definition Classes
    TrainingParamsTrait

  135. final val learningRate: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  136. final val loggingLevel: EnumParam[ELoggingLevel]

    Permalink
    Definition Classes
    TrainingParamsTrait

  137. final val lossFunction: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait

  138. final val metricPeriod: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  139. final val modelShrinkMode: EnumParam[EModelShrinkMode]

    Permalink
    Definition Classes
    TrainingParamsTrait

  140. final val modelShrinkRate: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  141. final val mvsReg: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  142. final val nanMode: EnumParam[ENanMode]

    Permalink
    Definition Classes
    QuantizationParamsTrait

  143. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  144. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  145. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  146. final val odPval: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  147. final val odType: EnumParam[EOverfittingDetectorType]

    Permalink
    Definition Classes
    TrainingParamsTrait

  148. final val odWait: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  149. final val oneHotMaxSize: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  150. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  151. final val penaltiesCoefficient: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  152. final val perFloatFeatureQuantizaton: StringArrayParam

    Permalink
    Definition Classes
    QuantizationParamsTrait

  153. final val perObjectFeaturePenaltiesList: DoubleArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  154. final val perObjectFeaturePenaltiesMap: OrderedStringMapParam[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait

  155. final val randomSeed: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  156. final val randomStrength: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  157. final val rsm: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  158. final val samplingFrequency: EnumParam[ESamplingFrequency]

    Permalink
    Definition Classes
    TrainingParamsTrait

  159. final val samplingUnit: EnumParam[ESamplingUnit]

    Permalink
    Definition Classes
    TrainingParamsTrait

  160. final val saveSnapshot: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  161. final val scalePosWeight: FloatParam

    Permalink

  162. final val scoreFunction: EnumParam[EScoreFunction]

    Permalink
    Definition Classes
    TrainingParamsTrait

  163. final def set(paramPair: ParamPair[_]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  164. final def set(param: String, value: Any): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  165. final def set[T](param: Param[T], value: T): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    Params

  166. final def setAllowConstLabel(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  167. final def setAllowWritingFiles(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  168. final def setApproxOnFullHistory(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  169. final def setAutoClassWeights(value: EAutoClassWeightsType): ClassifierTrainingParamsTrait.this.type

    Permalink

  170. final def setBaggingTemperature(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  171. final def setBestModelMinTrees(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  172. final def setBootstrapType(value: EBootstrapType): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  173. final def setBorderCount(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait

  174. final def setClassNames(value: Array[String]): ClassifierTrainingParamsTrait.this.type

    Permalink

  175. final def setClassWeightsList(value: Array[Double]): ClassifierTrainingParamsTrait.this.type

    Permalink

  176. final def setClassWeightsMap(value: LinkedHashMap[String, Double]): ClassifierTrainingParamsTrait.this.type

    Permalink

  177. final def setClassesCount(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink

  178. final def setConnectTimeout(value: Duration): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  179. final def setCustomMetric(value: Array[String]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  180. final def setDefault(paramPairs: ParamPair[_]*): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  181. final def setDefault[T](param: Param[T], value: T): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  182. final def setDepth(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  183. final def setDiffusionTemperature(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  184. final def setEarlyStoppingRounds(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  185. final def setEvalMetric(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  186. final def setFeatureBorderType(value: EBorderSelectionType): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait

  187. final def setFeatureWeightsList(value: Array[Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  188. final def setFeatureWeightsMap(value: LinkedHashMap[String, Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  189. final def setFirstFeatureUsePenaltiesList(value: Array[Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  190. final def setFirstFeatureUsePenaltiesMap(value: LinkedHashMap[String, Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  191. final def setFoldLenMultiplier(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  192. final def setFoldPermutationBlock(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  193. final def setHasTime(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  194. final def setIgnoredFeaturesIndices(value: Array[Int]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    IgnoredFeaturesParams

  195. final def setIgnoredFeaturesNames(value: Array[String]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    IgnoredFeaturesParams

  196. final def setInputBorders(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait

  197. final def setIterations(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  198. final def setL2LeafReg(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  199. final def setLeafEstimationBacktracking(value: ELeavesEstimationStepBacktracking): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  200. final def setLeafEstimationIterations(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  201. final def setLeafEstimationMethod(value: ELeavesEstimation): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  202. final def setLearningRate(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  203. final def setLoggingLevel(value: ELoggingLevel): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  204. final def setLossFunction(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  205. final def setMetricPeriod(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  206. final def setModelShrinkMode(value: EModelShrinkMode): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  207. final def setModelShrinkRate(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  208. final def setMvsReg(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  209. final def setNanMode(value: ENanMode): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait

  210. final def setOdPval(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  211. final def setOdType(value: EOverfittingDetectorType): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  212. final def setOdWait(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  213. final def setOneHotMaxSize(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  214. final def setPenaltiesCoefficient(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  215. final def setPerFloatFeatureQuantizaton(value: Array[String]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait

  216. final def setPerObjectFeaturePenaltiesList(value: Array[Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  217. final def setPerObjectFeaturePenaltiesMap(value: LinkedHashMap[String, Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  218. final def setRandomSeed(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  219. final def setRandomStrength(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  220. final def setRsm(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  221. final def setSamplingFrequency(value: ESamplingFrequency): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  222. final def setSamplingUnit(value: ESamplingUnit): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  223. final def setSaveSnapshot(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  224. final def setScalePosWeight(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink

  225. final def setScoreFunction(value: EScoreFunction): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  226. final def setSnapshotFile(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  227. final def setSnapshotInterval(value: Duration): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  228. final def setSparkPartitionCount(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  229. final def setSubsample(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  230. final def setTargetBorder(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink

  231. final def setThreadCount(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    ThreadCountParams

  232. final def setTrainDir(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  233. final def setUseBestModel(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  234. final def setWorkerInitializationTimeout(value: Duration): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  235. final def setWorkerMaxFailures(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait

  236. final val snapshotFile: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait

  237. final val snapshotInterval: DurationParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  238. final val sparkPartitionCount: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  239. final val subsample: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  240. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  241. final val targetBorder: FloatParam

    Permalink

  242. final val threadCount: IntParam

    Permalink
    Definition Classes
    ThreadCountParams

  243. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  244. final val trainDir: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait

  245. final val useBestModel: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  246. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  247. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  248. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  249. final val weightCol: Param[String]

    Permalink
    Definition Classes
    HasWeightCol

  250. final val workerInitializationTimeout: DurationParam

    Permalink
    Definition Classes
    TrainingParamsTrait

  251. final val workerMaxFailures: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait

Inherited from TrainingParamsTrait

Inherited from HasWeightCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from QuantizationParamsTrait

Inherited from ThreadCountParams

Inherited from IgnoredFeaturesParams

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped