object SimplerRegression extends Error
The SimplerRegression companion object provides a simple factory method
for building simple regression linear regression models.
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- 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)
- 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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