Variable Selection and Model Utilities: Difference between pages

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:[[calibsel]] - Statistical procedure for variable selection.
:[[browse]] - PLS_Toolbox Toolbar and Workspace browser.
:[[fullsearch]] - Exhaustive Search Algorithm for small problems.
:[[choosecomp]] - Automatic selection of components for various model types.
:[[gaselctr]] - Genetic algorithm for variable selection with PLS.
:[[choosencomp]] - GUI to select number of components from SSQ table.
:[[genalg]] - Genetic Algorithm for Variable Selection. See also [[Genetic Algorithms for Variable Selection]].
:[[compressmodel]] - Remove references to unused variables from a model.
:[[genalgplot]] - Plot GA results using selected variable plot, color-coded by RMSECV.
:[[copydsfields]] - Copies informational fields between datasets and/or models.
:[[ipls]] - Interval PLS variable selection. [[Interval PLS (IPLS) for Variable Selection]].
:[[correctbias]] - Adjusts a regression model for bias and slope errors.
:[[rpls]] - Recursive PLS (and PCR) variable selection.  
:[[matchvars]] - Align variables of a dataset to allow prediction with a model.
:[[sratio]] - Calculates selectivity ratio for a given regression model.  
:[[modelcache]] - Stores and retrieves models in the model cache.
:[[selectvars]] - Selects variables that are predictive.  
:[[modeloptimizer]] - Create model for iterating over analysis models.
:[[vip]] - Calculate Variable Importance in Projection from regression model.
:[[modeloptimizergui]] - GUI for modeloptimizer.
 
:[[modelselector]] - Create or apply a model selector model.
:[[modelstruct]] - Constructs an empty model structure.
:[[parafacforopenfluor]] - Exports data/dso and parafac model as a openfluor .txt file
:[[reviewcrossval]] - Examines cross-validation settings for typical problems.
:[[reviewmodel]] - Examines a standard model structure for typical problems.
:[[updatemod]] - Update model structure to be compatible with the current version.
(Sub topic of [[Categorical_Index|Categorical_Index]])
(Sub topic of [[Categorical_Index|Categorical_Index]])

Revision as of 15:13, 29 July 2016

browse - PLS_Toolbox Toolbar and Workspace browser.
choosecomp - Automatic selection of components for various model types.
choosencomp - GUI to select number of components from SSQ table.
compressmodel - Remove references to unused variables from a model.
copydsfields - Copies informational fields between datasets and/or models.
correctbias - Adjusts a regression model for bias and slope errors.
matchvars - Align variables of a dataset to allow prediction with a model.
modelcache - Stores and retrieves models in the model cache.
modeloptimizer - Create model for iterating over analysis models.
modeloptimizergui - GUI for modeloptimizer.
modelselector - Create or apply a model selector model.
modelstruct - Constructs an empty model structure.
parafacforopenfluor - Exports data/dso and parafac model as a openfluor .txt file
reviewcrossval - Examines cross-validation settings for typical problems.
reviewmodel - Examines a standard model structure for typical problems.
updatemod - Update model structure to be compatible with the current version.

(Sub topic of Categorical_Index)

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