Class

com.microsoft.ml.spark

ClassifierTrainParams

Related Doc: package spark

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: String, isUnbalance: Boolean, verbosity: Int) 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: String, isUnbalance: Boolean, verbosity: Int)

    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. def clone(): AnyRef

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

  9. val earlyStoppingRound: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

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

    Permalink
    Definition Classes
    AnyRef

  11. val featureFraction: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  12. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  15. val isUnbalance: Boolean

    Permalink

  16. val learningRate: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  17. val maxBin: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  18. val maxDepth: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  19. val minSumHessianInLeaf: Double

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  20. val modelString: String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

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

    Permalink
    Definition Classes
    AnyRef

  22. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  23. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  24. val numIterations: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  25. val numLeaves: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  26. val numMachines: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  27. val objective: String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  28. val parallelism: String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

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

    Permalink
    Definition Classes
    AnyRef

  30. def toString(): String

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams → AnyRef → Any

  31. val verbosity: Int

    Permalink
    Definition Classes
    ClassifierTrainParams → TrainParams

  32. final def wait(): Unit

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

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

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

  34. 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

Members