# Difference between revisions of "Variable Selection"

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:[[genalg]] - Genetic Algorithm for Variable Selection. See also [[Genetic Algorithms for Variable Selection]]. | :[[genalg]] - Genetic Algorithm for Variable Selection. See also [[Genetic Algorithms for Variable Selection]]. | ||

:[[genalgplot]] - Plot GA results using selected variable plot, color-coded by RMSECV. | :[[genalgplot]] - Plot GA results using selected variable plot, color-coded by RMSECV. | ||

− | :[[ipls]] - Interval PLS variable selection. [[Interval PLS (IPLS) for Variable Selection]]. | + | :[[ipls]] - Interval PLS variable selection. See also [[Interval PLS (IPLS) for Variable Selection]]. |

:[[rpls]] - Recursive PLS (and PCR) variable selection. | :[[rpls]] - Recursive PLS (and PCR) variable selection. | ||

:[[sratio]] - Calculates selectivity ratio for a given regression model. | :[[sratio]] - Calculates selectivity ratio for a given regression model. |

## Revision as of 17:01, 10 January 2018

- calibsel - Statistical procedure for variable selection.
- fullsearch - Exhaustive Search Algorithm for small problems.
- gaselctr - Genetic algorithm for variable selection with PLS.
- genalg - Genetic Algorithm for Variable Selection. See also Genetic Algorithms for Variable Selection.
- genalgplot - Plot GA results using selected variable plot, color-coded by RMSECV.
- ipls - Interval PLS variable selection. See also Interval PLS (IPLS) for Variable Selection.
- rpls - Recursive PLS (and PCR) variable selection.
- sratio - Calculates selectivity ratio for a given regression model.
- selectvars - Selects variables that are predictive.
- vip - Calculate Variable Importance in Projection from regression model.

(Sub topic of Categorical_Index)