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object MV_Regression extends Error

The MV_Regression companion object provides factory apply functions and a testing method.

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  4. def apply(xy: MatriD, fname: Strings = null, hparam: HyperParameter = null, technique: RegTechnique.RegTechnique = QR): MV_Regression

    Create a MV_Regression object from a combined data matrix.

    Create a MV_Regression object from a combined data matrix. The last column is assumed to be the response column.

    xy

    the combined data matrix (predictors and responses)

    fname

    the feature/variable names

    hparam

    the hyper-parameters

    technique

    the technique used to solve for b in x.t*x*b = x.t*y

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  17. def test(x: MatriD, y: MatriD, z: VectoD, fname: Strings = null): Unit

    Test the various regression techniques.

    Test the various regression techniques.

    x

    the data/input matrix

    y

    the response/output matrix

    z

    a vector to predict

    fname

    the names of features/variable

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