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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  21. final val customMetric: StringArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  22. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  23. final val depth: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  24. final val diffusionTemperature: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  25. final val earlyStoppingRounds: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  26. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  27. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  28. final val evalMetric: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait
  29. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params
  30. def explainParams(): String

    Permalink
    Definition Classes
    Params
  31. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params
  32. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params
  33. final val featureBorderType: EnumParam[EBorderSelectionType]

    Permalink
    Definition Classes
    QuantizationParamsTrait
  34. final val featureWeightsList: DoubleArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  35. final val featureWeightsMap: OrderedStringMapParam[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  36. final val featuresCol: Param[String]

    Permalink
    Definition Classes
    HasFeaturesCol
  37. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  38. final val firstFeatureUsePenaltiesList: DoubleArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  39. final val firstFeatureUsePenaltiesMap: OrderedStringMapParam[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  40. final val foldLenMultiplier: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  41. final val foldPermutationBlock: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  42. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  43. final def getAllowConstLabel: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait
  44. final def getAllowWritingFiles: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait
  45. final def getApproxOnFullHistory: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait
  46. final def getAutoClassWeights: EAutoClassWeightsType

    Permalink
  47. final def getBaggingTemperature: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  48. final def getBestModelMinTrees: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  49. final def getBootstrapType: EBootstrapType

    Permalink
    Definition Classes
    TrainingParamsTrait
  50. final def getBorderCount: Int

    Permalink
    Definition Classes
    QuantizationParamsTrait
  51. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  52. final def getClassNames: Array[String]

    Permalink
  53. final def getClassWeightsList: Array[Double]

    Permalink
  54. final def getClassWeightsMap: LinkedHashMap[String, Double]

    Permalink
  55. final def getClassesCount: Int

    Permalink
  56. final def getCustomMetric: Array[String]

    Permalink
    Definition Classes
    TrainingParamsTrait
  57. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  58. final def getDepth: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  59. final def getDiffusionTemperature: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  60. final def getEarlyStoppingRounds: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  61. final def getEvalMetric: String

    Permalink
    Definition Classes
    TrainingParamsTrait
  62. final def getFeatureBorderType: EBorderSelectionType

    Permalink
    Definition Classes
    QuantizationParamsTrait
  63. final def getFeatureWeightsList: Array[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  64. final def getFeatureWeightsMap: LinkedHashMap[String, Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  65. final def getFeaturesCol: String

    Permalink
    Definition Classes
    HasFeaturesCol
  66. final def getFirstFeatureUsePenaltiesList: Array[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  67. final def getFirstFeatureUsePenaltiesMap: LinkedHashMap[String, Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  68. final def getFoldLenMultiplier: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  69. final def getFoldPermutationBlock: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  70. final def getHasTime: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait
  71. final def getIgnoredFeaturesIndices: Array[Int]

    Permalink
    Definition Classes
    IgnoredFeaturesParams
  72. final def getIgnoredFeaturesNames: Array[String]

    Permalink
    Definition Classes
    IgnoredFeaturesParams
  73. final def getInputBorders: String

    Permalink
    Definition Classes
    QuantizationParamsTrait
  74. final def getIterations: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  75. final def getL2LeafReg: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  76. final def getLabelCol: String

    Permalink
    Definition Classes
    HasLabelCol
  77. final def getLeafEstimationBacktracking: ELeavesEstimationStepBacktracking

    Permalink
    Definition Classes
    TrainingParamsTrait
  78. final def getLeafEstimationIterations: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  79. final def getLeafEstimationMethod: ELeavesEstimation

    Permalink
    Definition Classes
    TrainingParamsTrait
  80. final def getLearningRate: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  81. final def getLoggingLevel: ELoggingLevel

    Permalink
    Definition Classes
    TrainingParamsTrait
  82. final def getLossFunction: String

    Permalink
    Definition Classes
    TrainingParamsTrait
  83. final def getMetricPeriod: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  84. final def getModelShrinkMode: EModelShrinkMode

    Permalink
    Definition Classes
    TrainingParamsTrait
  85. final def getModelShrinkRate: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  86. final def getMvsReg: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  87. final def getNanMode: ENanMode

    Permalink
    Definition Classes
    QuantizationParamsTrait
  88. final def getOdPval: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  89. final def getOdType: EOverfittingDetectorType

    Permalink
    Definition Classes
    TrainingParamsTrait
  90. final def getOdWait: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  91. final def getOneHotMaxSize: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  92. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params
  93. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params
  94. final def getPenaltiesCoefficient: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  95. final def getPerFloatFeatureQuantizaton: Array[String]

    Permalink
    Definition Classes
    QuantizationParamsTrait
  96. final def getPerObjectFeaturePenaltiesList: Array[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  97. final def getPerObjectFeaturePenaltiesMap: LinkedHashMap[String, Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  98. final def getRandomSeed: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  99. final def getRandomStrength: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  100. final def getRsm: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  101. final def getSamplingFrequency: ESamplingFrequency

    Permalink
    Definition Classes
    TrainingParamsTrait
  102. final def getSamplingUnit: ESamplingUnit

    Permalink
    Definition Classes
    TrainingParamsTrait
  103. final def getSaveSnapshot: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait
  104. final def getScalePosWeight: Float

    Permalink
  105. final def getScoreFunction: EScoreFunction

    Permalink
    Definition Classes
    TrainingParamsTrait
  106. final def getSnapshotFile: String

    Permalink
    Definition Classes
    TrainingParamsTrait
  107. final def getSnapshotInterval: Duration

    Permalink
    Definition Classes
    TrainingParamsTrait
  108. final def getSparkPartitionCount: Int

    Permalink
    Definition Classes
    TrainingParamsTrait
  109. final def getSubsample: Float

    Permalink
    Definition Classes
    TrainingParamsTrait
  110. final def getTargetBorder: Float

    Permalink
  111. final def getThreadCount: Int

    Permalink
    Definition Classes
    ThreadCountParams
  112. final def getTrainDir: String

    Permalink
    Definition Classes
    TrainingParamsTrait
  113. final def getUseBestModel: Boolean

    Permalink
    Definition Classes
    TrainingParamsTrait
  114. final def getWeightCol: String

    Permalink
    Definition Classes
    HasWeightCol
  115. final def getWorkerInitializationTimeout: Duration

    Permalink
    Definition Classes
    TrainingParamsTrait
  116. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params
  117. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params
  118. final val hasTime: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  119. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  120. final val ignoredFeaturesIndices: IntArrayParam

    Permalink
    Definition Classes
    IgnoredFeaturesParams
  121. final val ignoredFeaturesNames: StringArrayParam

    Permalink
    Definition Classes
    IgnoredFeaturesParams
  122. final val inputBorders: Param[String]

    Permalink
    Definition Classes
    QuantizationParamsTrait
  123. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  124. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  125. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  126. final val iterations: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  127. final val l2LeafReg: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  128. final val labelCol: Param[String]

    Permalink
    Definition Classes
    HasLabelCol
  129. final val leafEstimationBacktracking: EnumParam[ELeavesEstimationStepBacktracking]

    Permalink
    Definition Classes
    TrainingParamsTrait
  130. final val leafEstimationIterations: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  131. final val leafEstimationMethod: EnumParam[ELeavesEstimation]

    Permalink
    Definition Classes
    TrainingParamsTrait
  132. final val learningRate: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  133. final val loggingLevel: EnumParam[ELoggingLevel]

    Permalink
    Definition Classes
    TrainingParamsTrait
  134. final val lossFunction: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait
  135. final val metricPeriod: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  136. final val modelShrinkMode: EnumParam[EModelShrinkMode]

    Permalink
    Definition Classes
    TrainingParamsTrait
  137. final val modelShrinkRate: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  138. final val mvsReg: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  139. final val nanMode: EnumParam[ENanMode]

    Permalink
    Definition Classes
    QuantizationParamsTrait
  140. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  141. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  142. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  143. final val odPval: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  144. final val odType: EnumParam[EOverfittingDetectorType]

    Permalink
    Definition Classes
    TrainingParamsTrait
  145. final val odWait: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  146. final val oneHotMaxSize: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  147. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params
  148. final val penaltiesCoefficient: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  149. final val perFloatFeatureQuantizaton: StringArrayParam

    Permalink
    Definition Classes
    QuantizationParamsTrait
  150. final val perObjectFeaturePenaltiesList: DoubleArrayParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  151. final val perObjectFeaturePenaltiesMap: OrderedStringMapParam[Double]

    Permalink
    Definition Classes
    TrainingParamsTrait
  152. final val randomSeed: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  153. final val randomStrength: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  154. final val rsm: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  155. final val samplingFrequency: EnumParam[ESamplingFrequency]

    Permalink
    Definition Classes
    TrainingParamsTrait
  156. final val samplingUnit: EnumParam[ESamplingUnit]

    Permalink
    Definition Classes
    TrainingParamsTrait
  157. final val saveSnapshot: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  158. final val scalePosWeight: FloatParam

    Permalink
  159. final val scoreFunction: EnumParam[EScoreFunction]

    Permalink
    Definition Classes
    TrainingParamsTrait
  160. final def set(paramPair: ParamPair[_]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  161. final def set(param: String, value: Any): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  162. final def set[T](param: Param[T], value: T): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    Params
  163. final def setAllowConstLabel(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  164. final def setAllowWritingFiles(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  165. final def setApproxOnFullHistory(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  166. final def setAutoClassWeights(value: EAutoClassWeightsType): ClassifierTrainingParamsTrait.this.type

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

    Permalink
    Definition Classes
    TrainingParamsTrait
  168. final def setBestModelMinTrees(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  169. final def setBootstrapType(value: EBootstrapType): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  170. final def setBorderCount(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait
  171. final def setClassNames(value: Array[String]): ClassifierTrainingParamsTrait.this.type

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

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

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

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

    Permalink
    Definition Classes
    TrainingParamsTrait
  176. final def setDefault(paramPairs: ParamPair[_]*): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  177. final def setDefault[T](param: Param[T], value: T): ClassifierTrainingParamsTrait.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  178. final def setDepth(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  179. final def setDiffusionTemperature(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  180. final def setEarlyStoppingRounds(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  181. final def setEvalMetric(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  182. final def setFeatureBorderType(value: EBorderSelectionType): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait
  183. final def setFeatureWeightsList(value: Array[Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  184. final def setFeatureWeightsMap(value: LinkedHashMap[String, Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  185. final def setFirstFeatureUsePenaltiesList(value: Array[Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  186. final def setFirstFeatureUsePenaltiesMap(value: LinkedHashMap[String, Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  187. final def setFoldLenMultiplier(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  188. final def setFoldPermutationBlock(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  189. final def setHasTime(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  190. final def setIgnoredFeaturesIndices(value: Array[Int]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    IgnoredFeaturesParams
  191. final def setIgnoredFeaturesNames(value: Array[String]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    IgnoredFeaturesParams
  192. final def setInputBorders(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait
  193. final def setIterations(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  194. final def setL2LeafReg(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  195. final def setLeafEstimationBacktracking(value: ELeavesEstimationStepBacktracking): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  196. final def setLeafEstimationIterations(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  197. final def setLeafEstimationMethod(value: ELeavesEstimation): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  198. final def setLearningRate(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  199. final def setLoggingLevel(value: ELoggingLevel): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  200. final def setLossFunction(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  201. final def setMetricPeriod(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  202. final def setModelShrinkMode(value: EModelShrinkMode): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  203. final def setModelShrinkRate(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  204. final def setMvsReg(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  205. final def setNanMode(value: ENanMode): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait
  206. final def setOdPval(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  207. final def setOdType(value: EOverfittingDetectorType): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  208. final def setOdWait(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  209. final def setOneHotMaxSize(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  210. final def setPenaltiesCoefficient(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  211. final def setPerFloatFeatureQuantizaton(value: Array[String]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    QuantizationParamsTrait
  212. final def setPerObjectFeaturePenaltiesList(value: Array[Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  213. final def setPerObjectFeaturePenaltiesMap(value: LinkedHashMap[String, Double]): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  214. final def setRandomSeed(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  215. final def setRandomStrength(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  216. final def setRsm(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  217. final def setSamplingFrequency(value: ESamplingFrequency): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  218. final def setSamplingUnit(value: ESamplingUnit): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  219. final def setSaveSnapshot(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  220. final def setScalePosWeight(value: Float): ClassifierTrainingParamsTrait.this.type

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

    Permalink
    Definition Classes
    TrainingParamsTrait
  222. final def setSnapshotFile(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  223. final def setSnapshotInterval(value: Duration): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  224. final def setSparkPartitionCount(value: Int): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  225. final def setSubsample(value: Float): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  226. final def setTargetBorder(value: Float): ClassifierTrainingParamsTrait.this.type

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

    Permalink
    Definition Classes
    ThreadCountParams
  228. final def setTrainDir(value: String): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  229. final def setUseBestModel(value: Boolean): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  230. final def setWorkerInitializationTimeout(value: Duration): ClassifierTrainingParamsTrait.this.type

    Permalink
    Definition Classes
    TrainingParamsTrait
  231. final val snapshotFile: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait
  232. final val snapshotInterval: DurationParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  233. final val sparkPartitionCount: IntParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  234. final val subsample: FloatParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  235. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  236. final val targetBorder: FloatParam

    Permalink
  237. final val threadCount: IntParam

    Permalink
    Definition Classes
    ThreadCountParams
  238. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  239. final val trainDir: Param[String]

    Permalink
    Definition Classes
    TrainingParamsTrait
  240. final val useBestModel: BooleanParam

    Permalink
    Definition Classes
    TrainingParamsTrait
  241. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  242. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  243. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  244. final val weightCol: Param[String]

    Permalink
    Definition Classes
    HasWeightCol
  245. final val workerInitializationTimeout: DurationParam

    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