Object

algorithms

DataTrafo

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object DataTrafo

Provides some internal data preprocessing functions

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  4. def addPolyFeatures(X: List[List[Double]], degree: Int): List[List[Double]]

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    Add polynomial features to instances

    Add polynomial features to instances

    X

    Instance list

    degree

    Maximum order of polynomial features to add

    returns

    Original instance extended by polynomial combination of its features

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  16. def polyList(degree: Int, nFeat: Int, list: List[List[Int]]): List[List[Int]]

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    Produces a list of all possible feature multiplicities involving at least two features

  17. def polyMap(degree: Int, nFeatures: Int): List[Map[Int, Int]]

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    Turns the lists with multiplicities into polynomial mapping

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