ml.combust.mleap.core.tree

ContinuousSplit

final case class ContinuousSplit(featureIndex: Int, threshold: Double) extends Split with Product with Serializable

Class for splitting on a continuous feature.

featureIndex

index of the features

threshold

threshold for going left or right

Annotations
@SparkCode()
Linear Supertypes
Product, Equals, Split, Serializable, Serializable, AnyRef, Any
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  1. ContinuousSplit
  2. Product
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  4. Split
  5. Serializable
  6. Serializable
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Instance Constructors

  1. new ContinuousSplit(featureIndex: Int, threshold: Double)

    featureIndex

    index of the features

    threshold

    threshold for going left or right

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

  9. val featureIndex: Int

    index of the features

    index of the features

    Definition Classes
    ContinuousSplit → Split

  10. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  12. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  14. final def notify(): Unit

    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  16. def shouldGoLeft(binnedFeature: Int, splits: Array[Split]): Boolean

    Whether to go left or not.

    Whether to go left or not.

    Utilized binned features as an optimization.

    binnedFeature

    binned features

    splits

    array of splits

    returns

    true if binned features for left, false otherwise

    Definition Classes
    ContinuousSplit → Split

  17. def shouldGoLeft(features: Vector): Boolean

    Whether to go left or not.

    Whether to go left or not.

    features

    features for split

    returns

    true if features go left, false otherwise

    Definition Classes
    ContinuousSplit → Split

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

    Definition Classes
    AnyRef

  19. val threshold: Double

    threshold for going left or right

  20. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Product

Inherited from Equals

Inherited from Split

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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