Class

com.microsoft.ml.spark.lightgbm

ClassifierTrainParams

Related Doc: package lightgbm

Permalink

case class ClassifierTrainParams(parallelism: String, numIterations: Int, learningRate: Double, numLeaves: Int, maxBin: Int, baggingFraction: Double, baggingFreq: Int, baggingSeed: Int, earlyStoppingRound: Int, featureFraction: Double, maxDepth: Int, minSumHessianInLeaf: Double, numMachines: Int, objective: String, modelString: Option[String], isUnbalance: Boolean, verbosity: Int, categoricalFeatures: Array[Int], numClass: Int, boostFromAverage: Boolean, boostingType: String, lambdaL1: Double, lambdaL2: Double, isProvideTrainingMetric: Boolean, metric: String) extends TrainParams with Product with Serializable

Defines the Booster parameters passed to the LightGBM classifier.

Linear Supertypes
Product, Equals, TrainParams, Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. ClassifierTrainParams
  2. Product
  3. Equals
  4. TrainParams
  5. Serializable
  6. Serializable
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new ClassifierTrainParams(parallelism: String, numIterations: Int, learningRate: Double, numLeaves: Int, maxBin: Int, baggingFraction: Double, baggingFreq: Int, baggingSeed: Int, earlyStoppingRound: Int, featureFraction: Double, maxDepth: Int, minSumHessianInLeaf: Double, numMachines: Int, objective: String, modelString: Option[String], isUnbalance: Boolean, verbosity: Int, categoricalFeatures: Array[Int], numClass: Int, boostFromAverage: Boolean, boostingType: String, lambdaL1: Double, lambdaL2: Double, isProvideTrainingMetric: Boolean, metric: String)

    Permalink

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 ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. val baggingFraction: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  6. val baggingFreq: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  7. val baggingSeed: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  8. val boostFromAverage: Boolean

    Permalink

  9. val boostingType: String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  10. val categoricalFeatures: Array[Int]

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  11. def clone(): AnyRef

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

  12. val earlyStoppingRound: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

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

    Permalink
    Definition Classes
    AnyRef

  14. val featureFraction: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  15. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  18. val isProvideTrainingMetric: Boolean

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  19. val isUnbalance: Boolean

    Permalink

  20. val lambdaL1: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  21. val lambdaL2: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  22. val learningRate: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  23. val maxBin: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  24. val maxDepth: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  25. val metric: String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  26. val minSumHessianInLeaf: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  27. val modelString: Option[String]

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

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

    Permalink
    Definition Classes
    AnyRef

  29. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  30. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  31. val numClass: Int

    Permalink

  32. val numIterations: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  33. val numLeaves: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  34. val numMachines: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  35. val objective: String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  36. val parallelism: String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

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

    Permalink
    Definition Classes
    AnyRef

  38. def toString(): String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams → AnyRef → Any

  39. val verbosity: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  40. final def wait(): Unit

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

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

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

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

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

Inherited from Product

Inherited from Equals

Inherited from TrainParams

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped