The goal of CLLPackage is to provide alternative methods to estimate coefficients of a linear model. The first method implemented is based on gradient descend approach and the second one is based on steepest gradient approach. In order to compute MSE on predictions obtained with a linear model, implementation of a k-fold cross-validation function both in sequential and in parallel way is available.
Package details |
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Author | Luca Danese, Lorenzo Ghilotti, Chiara Gaia Magnani |
Maintainer | Lorenzo Ghilotti <l.ghilotti@campus.unimib.it> |
License | No license |
Version | 0.1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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