RoughSet

Value Members

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

   

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2. final def ##(): Int

   

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

   

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4. final def asInstanceOf[T0]: T0

   

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5. def clone(): AnyRef

   

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6. final def dependency(indecability: GenIterable[Seq[Long]], indDecisionClasses: Iterable[Seq[Long]]): Int

   

   Compute dependency

   Compute dependency

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   RoughSetCommons

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

   

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8. def equals(arg0: Any): Boolean

   

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9. def finalize(): Unit

   

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10. final def generateIndecidabilityDecisionClasses[O, T, S[X] <: Seq[X], V[A, B[X] <: Seq[X]] <: GSimpleVector[A, B[A], V[A, B[X]]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz]](data: GenSeq[Sz[O, V[T, S]]]): Iterable[Seq[Long]]

    
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    RoughSetCommons

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

    

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12. def hashCode(): Int

    

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13. final def isInstanceOf[T0]: Boolean

    

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14. final def keyValueExtract[T, S[X] <: Seq[X]](f: ArrayBuffer[Int], vector: S[T]): IndexedSeq[T]

    

    Define KeyValueExtract function

    Define KeyValueExtract function

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    RoughSetCommons

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

    

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16. final def notify(): Unit

    

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17. final def notifyAll(): Unit

    

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18. final def obtainEveryFeaturesCombinations(n: Int): ParArray[ArrayBuffer[Int]]

    

    Generate every combinations of features

    Generate every combinations of features

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    RoughSet

19. final def obtainIndecability[O, T, S[X] <: Seq[X], V[A, B[X] <: Seq[X]] <: GSimpleVector[A, B[A], V[A, B[X]]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz]](f: ArrayBuffer[Int], data: GenSeq[Sz[O, V[T, S]]]): GenIterable[Seq[Long]]

    

    Define a function to calculate the Indecability of each element in the list indDecisionClasses

    Define a function to calculate the Indecability of each element in the list indDecisionClasses

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    RoughSetCommons

20. final def roughSet[O, T, S[X] <: Seq[X], V[A, B[X] <: Seq[X]] <: GSimpleVector[A, B[A], V[A, B[X]]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz]](data: GenSeq[Sz[O, V[T, S]]]): GenSeq[ArrayBuffer[Int]]

    

    Rought Set feature selection classical algorithm

    Rought Set feature selection classical algorithm

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    RoughSet

21. final def roughSetPerBucketOfFeatures[O, T, S[X] <: Seq[X], V[A, B[X] <: Seq[X]] <: GSimpleVector[A, B[A], V[A, B[X]]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz]](data: GenSeq[Sz[O, V[T, S]]], columnsOfFeats: Seq[Seq[Int]], columnToCompute: Option[GenSeq[Int]] = None): GenSeq[Int]

    

    Pure scala functions to apply on each node locally

    Pure scala functions to apply on each node locally

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    RoughSet

22. final def run[O, T, S[X] <: Seq[X], V[A, B[X] <: Seq[X]] <: GSimpleVector[A, B[A], V[A, B[X]]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz]](data: GenSeq[Sz[O, V[T, S]]])(implicit di: DummyImplicit): GenSeq[ArrayBuffer[Int]]

    

    Rought Set feature selection classical algorithm

23. final def run[S[X] <: Seq[X]](data: GenSeq[(S[Int], Int)]): GenSeq[ArrayBuffer[Int]]

    

    Rought Set feature selection classical algorithm

24. final def runHeuristic[O, T, S[X] <: Seq[X], V[A, B[X] <: Seq[X]] <: GSimpleVector[A, B[A], V[A, B[X]]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz]](data: GenSeq[Sz[O, V[T, S]]], columnsOfFeats: Seq[Seq[Int]], columnToCompute: Option[GenSeq[Int]] = None): GenSeq[Int]

    

25. final def selectAmongReductSets1(reductSets: ParArray[ArrayBuffer[Int]], k: Int): Seq[Int]

    
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    RoughSet

26. final def selectAmongReductSets2(reductSets: ParArray[ArrayBuffer[Int]], p: Double): ParSeq[Int]

    
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    RoughSet

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

    

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28. def toString(): String

    

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29. final def wait(): Unit

    

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

    

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

    

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