Packages

c

io.github.metarank.ltrlib.booster

LightGBMOptions

case class LightGBMOptions(trees: Int = 100, learningRate: Double = 0.1, ndcgCutoff: Int = 10, maxDepth: Int = 8, randomSeed: Int = math.abs(Random.nextInt()), numLeaves: Int = 16, featureFraction: Double = 1.0, earlyStopping: Option[Int] = None) extends BoosterOptions with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, BoosterOptions, AnyRef, Any
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Inherited
  1. LightGBMOptions
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. BoosterOptions
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new LightGBMOptions(trees: Int = 100, learningRate: Double = 0.1, ndcgCutoff: Int = 10, maxDepth: Int = 8, randomSeed: Int = math.abs(Random.nextInt()), numLeaves: Int = 16, featureFraction: Double = 1.0, earlyStopping: Option[Int] = None)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  6. val earlyStopping: Option[Int]
    Definition Classes
    LightGBMOptions → BoosterOptions
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. val featureFraction: Double
  9. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  11. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  12. val learningRate: Double
    Definition Classes
    LightGBMOptions → BoosterOptions
  13. val maxDepth: Int
    Definition Classes
    LightGBMOptions → BoosterOptions
  14. val ndcgCutoff: Int
    Definition Classes
    LightGBMOptions → BoosterOptions
  15. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  17. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  18. val numLeaves: Int
  19. val randomSeed: Int
    Definition Classes
    LightGBMOptions → BoosterOptions
  20. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  21. val trees: Int
    Definition Classes
    LightGBMOptions → BoosterOptions
  22. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  23. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from BoosterOptions

Inherited from AnyRef

Inherited from Any

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