Class/Object

au.csiro.variantspark.algo

VarSplitInfo

Related Docs: object VarSplitInfo | package algo

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case class VarSplitInfo(variableIndex: Long, splitPoint: Int, gini: Double, leftGini: Double, rightGini: Double) extends Product with Serializable

Class utilized to give an insight into the split data

Specify the 'variableIndex', 'splitPoint', 'gini', 'leftGini', and 'rightGini'

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Serializable, Serializable, Product, Equals, AnyRef, Any
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Instance Constructors

  1. new VarSplitInfo(variableIndex: Long, splitPoint: Int, gini: Double, leftGini: Double, rightGini: Double)

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    creates information about the split that occured on a specifc variable

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  7. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  9. val gini: Double

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  10. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  11. val leftGini: Double

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

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    Definition Classes
    AnyRef

  13. final def notify(): Unit

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    Definition Classes
    AnyRef

  14. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  15. val rightGini: Double

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  16. def split[V](data: V, labels: Array[Int], nCategories: Int)(subset: SubsetInfo)(implicit canSplit: CanSplit[V]): (SubsetInfo, SubsetInfo)

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    Creates a list of the subsetInfos for the dataset split

    Creates a list of the subsetInfos for the dataset split

    returns

    returns a tupple of the subset information

  17. def split[V](splitVarData: Map[Long, V], labels: Array[Int], nCategories: Int)(subset: SubsetInfo)(implicit canSplit: CanSplit[V]): List[SubsetInfo]

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    Creates a list of the subsetInfos for the dataset split

    Creates a list of the subsetInfos for the dataset split

    returns

    returns a list containing information about the subsets created in the split, refer to the SubsetInfo class

  18. val splitPoint: Int

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

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    Definition Classes
    AnyRef

  20. val variableIndex: Long

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  21. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

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