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object SimplerRegression extends Error

The SimplerRegression companion object provides a simple factory method for building simple regression linear regression models.

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  4. def apply(x: VectoD, y: VectoD, fname: Strings, hparam: HyperParameter): SimplerRegression

    Create a Simpler Linear Regression model, automatically creating a a data/input matrix from the vector 'x'.

    Create a Simpler Linear Regression model, automatically creating a a data/input matrix from the vector 'x'.

    x

    the data/input m-by-1 vector

    y

    the response/output m-vector

    hparam

    the hyper-parameters (currently has none)

  5. def apply(xy: MatriD, fname: Strings = null, hparam: HyperParameter = null): SimplerRegression

    Create a Simpler Linear Regression model from a combined data matrix.

    Create a Simpler Linear Regression model from a combined data matrix. Take the first column for the predictor and the last column for the response.

    xy

    the combined data matrix

    hparam

    the hyper-parameters (currently has none)

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