Difference between revisions of "Variable Selection"

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imported>Benjamin
imported>Benjamin
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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]].
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:[[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)