Model Utilities: Difference between revisions

Revision as of 10:30, 25 September 2024

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.

ensemble - Predictions based on a collection of regression models.

ensemblesearch - Search for optimal ensemble using nchoosek method.

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.

splithalf - Performs splithalf validation of parafac and parafac2 models.

updatemod - Update model structure to be compatible with the current version.

@@ Line 5: / Line 5: @@
 :[[copydsfields]] - Copies informational fields between datasets and/or models.
 :[[correctbias]] - Adjusts a regression model for bias and slope errors.
+:[[ensemble]] - Predictions based on a collection of regression models.
+:[[ensemblesearch]] - Search for optimal ensemble using nchoosek method.
 :[[matchvars]] - Align variables of a dataset to allow prediction with a model.
 :[[modelcache]] - Stores and retrieves models in the model cache.