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org.clustering4ever.clustering.scala.meanshift

OptimalKChoice

Related Doc: package meanshift

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object OptimalKChoice

Optimal Choice of NNMS <=> knn-Mean-Shift

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  10. final def hyperBallVolume(d: Int, r: Double): Double

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    Compute the hyper volume of the ball of rardius r in dension d

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  15. final def optimalKchoice(n: Int, d: Int, r: Double = 1D): Double

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    n

    dataset size

    d

    dataset dimensions

    r

    ...

  16. final def optimalKchoice(n: Int, d: Int): Double

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    cf paper

    cf paper

    n

    dataset size

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  19. final def unitHyperBallVolume(d: Int): Double

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    Compute the hyper volume of the unit ball of dension d

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    (Since version ) see corresponding Javadoc for more information.

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