gaselect (1.0.7)

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Genetic Algorithm (GA) for Variable Selection from High-Dimensional Data.

Provides a genetic algorithm for finding variable subsets in high dimensional data with high prediction performance. The genetic algorithm can use ordinary least squares (OLS) regression models or partial least squares (PLS) regression models to evaluate the prediction power of variable subsets. By supporting different cross-validation schemes, the user can fine-tune the tradeoff between speed and quality of the solution.

Maintainer: David Kepplinger
Author(s): David Kepplinger

License: GPL (>= 2)

Uses: Rcpp, chemometrics

Released 8 months ago.

3 previous versions



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