Model Utilities: Difference between revisions
Jump to navigation
Jump to search
imported>Scott No edit summary |
No edit summary |
||
| (4 intermediate revisions by 2 users not shown) | |||
| Line 5: | Line 5: | ||
:[[copydsfields]] - Copies informational fields between datasets and/or models. | :[[copydsfields]] - Copies informational fields between datasets and/or models. | ||
:[[correctbias]] - Adjusts a regression model for bias and slope errors. | :[[correctbias]] - Adjusts a regression model for bias and slope errors. | ||
:[[diviner]] - Semi-automated machine learning tool. | |||
:[[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. | :[[matchvars]] - Align variables of a dataset to allow prediction with a model. | ||
:[[modelcache]] - Stores and retrieves models in the model cache. | :[[modelcache]] - Stores and retrieves models in the model cache. | ||
| Line 11: | Line 14: | ||
:[[modelselector]] - Create or apply a model selector model. | :[[modelselector]] - Create or apply a model selector model. | ||
:[[modelstruct]] - Constructs an empty model structure. | :[[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. | :[[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. | :[[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]]) | ||
Latest revision as of 10:40, 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.
- diviner - Semi-automated machine learning tool.
- 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.
(Sub topic of Categorical_Index)