Variable Selection: Difference between revisions
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:[[fullsearch]] - Exhaustive Search Algorithm for small problems. | :[[fullsearch]] - Exhaustive Search Algorithm for small problems. | ||
:[[gaselctr]] - Genetic algorithm for variable selection with PLS. | :[[gaselctr]] - Genetic algorithm for variable selection with PLS. | ||
:[[genalg]] - Genetic Algorithm 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. | :[[ipls]] - Interval PLS variable selection. [[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|Categorical_Index]]) | (Sub topic of [[Categorical_Index|Categorical_Index]]) |
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. 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)