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object Regression extends Error

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

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  1. final def !=(arg0: Any): Boolean
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  2. final def ##(): Int
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  3. final def ==(arg0: Any): Boolean
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  4. def apply(xy: MatriD, fname: Strings = null, hparam: HyperParameter = null, technique: RegTechnique = QR): Regression

    Create a Regression object from a combined data matrix.

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

    xy

    the combined data matrix (predictors and response)

    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. final def synchronized[T0](arg0: ⇒ T0): T0
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  18. def test(x: MatriD, y: VectoD, z: VectoD): Unit

    Test the various regression techniques.

    Test the various regression techniques.

    x

    the data matrix

    y

    the response vector

    z

    a vector to predict

  19. def toString(): String
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