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org.clustering4ever.scala.preprocessing.util

Util

Related Doc: package util

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object Util extends Serializable

Theses functions are used to preprocess raw data

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  14. final def obtainOccurencePerFeature[O, T, V[A] <: GSimpleVector[A, V[A]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz]](gs: GenSeq[Sz[O, V[T]]]): Array[HashSet[T]]

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  15. final def obtainRandomlyBucketizedFeatures(numberOfFeatures: Int, numberOfBucket: Int): Buffer[Buffer[Int]]

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  16. final def prepareGsForRoughSet[O, T, V[A] <: GSimpleVector[A, V[A]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz], GS[X] <: GenSeq[X]](gs: GS[Sz[O, V[T]]]): GS[EasySupervizable[O, V[T]]]

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  17. final def prepareGsForRoughSetHeuristic[O, T, V[A] <: GSimpleVector[A, V[A]], Sz[B, C <: GVector[C]] <: Supervizable[B, C, Sz], GS[X] <: GenSeq[X]](gs: GS[Sz[O, V[T]]], numberOfBucket: Int): (GS[EasySupervizable[O, V[T]]], Buffer[Buffer[Int]])

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  23. final def whichInterval[N](d: N, range: Seq[N])(implicit num: Ordering[N]): Int

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    Determine in which interval falls a value given a specific range.

    Determine in which interval falls a value given a specific range.

    returns

    i if smaller or equal than ith value (starting at 0) and range.size if bigger than the last range value

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    Deprecated

    (Since version ) see corresponding Javadoc for more information.

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