Release Notes Version 7 5: Difference between revisions
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==New Features in Solo and PLS_Toolbox== | ==New Features in Solo and PLS_Toolbox== | ||
===[[Modelselectorgui | Model | ===[[Modelselectorgui | Hierarchical Model Builder]]=== | ||
* | * New graphical interface to build Hierarchical Models based on [[Modelselector | Model Selector]] models. | ||
* Drag and drop models from the Model Cache. | * Allows building of complex classification trees, local model selectors, and input/output filters and tests. | ||
* | * Branch decisions based on classification models, regression models, decomposition models, or tests on raw input variables. | ||
* Output model predictions, fixed strings or numerical values, or throw errors for each branch. | |||
* Drag and drop models and other objects from the Model Cache, workspace, or file system. | |||
* Compatible with Solo_Predictor for immediate use in on-line applications. | |||
===[[Modeloptimizergui | Model Optimizer]]=== | ===[[Modeloptimizergui | Model Optimizer]]=== | ||
* Added ability to [[Modeloptimizergui#Survey_Preprocessing | survey]] preprocessing | * Added ability to [[Modeloptimizergui#Survey_Preprocessing | automatically survey]] over preprocessing settings. | ||
* | * Improved support for PLSDA and SVMDA, added support for new ANN models. | ||
* Improved handling of options and modeling errors. | |||
=== | ===Artificial Neural Networks=== | ||
* [[ | * [[Ann|Artificial Neural Network (ANN)]] added to Analysis window and command-line tools. Build ANN models in the same familiar interface as other models. | ||
* Initial release includes previously released engine/algorithm, next minor release will include an additional, previously unreleased algorithm. | |||
* | |||
=== | ===Analysis and Workspace Browser=== | ||
* [[ | * Completely revamped [[Optionseditor|options window]] allows easier saving and restoring of options. | ||
* Export and Import models and calibration data directly from [[Analysis_Window:_Model_Cache_Pane#Exporting_and_Importing_Models | the Model Cache]] to simplify sharing of models and data with others. | |||
* Easier access to build SVM classification models and SIMCA models on any class set. | |||
* Improved control over SIMCA classification rules and options. | |||
* Add '''Refine''' menu to Analysis to better organize menu items and provide access to new hierarchical model builder. | |||
* Add option to browse (see Edit > Options > Workspace Browser Options) to do either concatenation or not when dropping multiple files. | |||
=== | ===New/Improved Importers and Preprocessing Methods=== | ||
* | * [[EMSC_Toolbox_Manual|Extended Multiplicative Scatter Correction (EMSC)]] now included in base products without additional purchase. | ||
* | * [[jcampreadr]] - Add peaktable support. | ||
* Improved memory and speed performance for text parsing | |||
===Plot Controls=== | ===Plot Controls Improvements=== | ||
* Added context-menu options to quickly select all members of a given sample's class | |||
* Added ability to get [[summary|summary statistics]] on selected samples (e.g. get mean of all selected samples) | |||
===Other=== | |||
* Added ability to access Sammon components ([[sammon|sammon mapping]]) in scores. | |||
==New Command-line Features and Functions== | ==New Command-line Features and Functions== | ||
===Misc New Functions=== | ===Misc New Functions=== | ||
[[ann]] - Artificial Neural Network regression models. | * [[ann]] - Artificial Neural Network regression models. | ||
[[emscorr]] - Extended Multiplicative Scatter Correction (EMSC). | * dataset/copy_clipboard - Copy data and labels to clipboard. | ||
[[importtool]] - GUI for designating column/row data types. | * EGrid - Property grid control based on Jide Property Table. | ||
[[modelselectorgui]] - Graphical Interface to | * [[emscorr]] - Extended Multiplicative Scatter Correction (EMSC). | ||
[[preprocessiterator]]- Create array of preprocessing combinations. | * evritree - Wrapper object for working with jtree in Matlab. | ||
[[sammon]] - Computes Sammon projection for data or map. | * evritreefcn - Rename of old evritree function. | ||
[[textreadr]] - Reads an ASCII or .XLS file in as a DataSet Object (formally xclreadr). | * hideaxistext - Hides text objects which are outside the current axis limits. | ||
* [[importtool]] - GUI for designating column/row data types. | |||
* [[modelselectorgui]] - Graphical Interface to build Hierarchical (modelselector) models. | |||
* [[preprocessiterator]]- Create array of preprocessing combinations. | |||
* [[sammon]] - Computes Sammon projection for data or map. | |||
* [[textreadr]] - Reads an ASCII or .XLS file in as a DataSet Object (formally xclreadr). | |||
Latest revision as of 13:06, 14 November 2013
New Features in Solo and PLS_Toolbox
Hierarchical Model Builder
- New graphical interface to build Hierarchical Models based on Model Selector models.
- Allows building of complex classification trees, local model selectors, and input/output filters and tests.
- Branch decisions based on classification models, regression models, decomposition models, or tests on raw input variables.
- Output model predictions, fixed strings or numerical values, or throw errors for each branch.
- Drag and drop models and other objects from the Model Cache, workspace, or file system.
- Compatible with Solo_Predictor for immediate use in on-line applications.
Model Optimizer
- Added ability to automatically survey over preprocessing settings.
- Improved support for PLSDA and SVMDA, added support for new ANN models.
- Improved handling of options and modeling errors.
Artificial Neural Networks
- Artificial Neural Network (ANN) added to Analysis window and command-line tools. Build ANN models in the same familiar interface as other models.
- Initial release includes previously released engine/algorithm, next minor release will include an additional, previously unreleased algorithm.
Analysis and Workspace Browser
- Completely revamped options window allows easier saving and restoring of options.
- Export and Import models and calibration data directly from the Model Cache to simplify sharing of models and data with others.
- Easier access to build SVM classification models and SIMCA models on any class set.
- Improved control over SIMCA classification rules and options.
- Add Refine menu to Analysis to better organize menu items and provide access to new hierarchical model builder.
- Add option to browse (see Edit > Options > Workspace Browser Options) to do either concatenation or not when dropping multiple files.
New/Improved Importers and Preprocessing Methods
- Extended Multiplicative Scatter Correction (EMSC) now included in base products without additional purchase.
- jcampreadr - Add peaktable support.
- Improved memory and speed performance for text parsing
Plot Controls Improvements
- Added context-menu options to quickly select all members of a given sample's class
- Added ability to get summary statistics on selected samples (e.g. get mean of all selected samples)
Other
- Added ability to access Sammon components (sammon mapping) in scores.
New Command-line Features and Functions
Misc New Functions
- ann - Artificial Neural Network regression models.
- dataset/copy_clipboard - Copy data and labels to clipboard.
- EGrid - Property grid control based on Jide Property Table.
- emscorr - Extended Multiplicative Scatter Correction (EMSC).
- evritree - Wrapper object for working with jtree in Matlab.
- evritreefcn - Rename of old evritree function.
- hideaxistext - Hides text objects which are outside the current axis limits.
- importtool - GUI for designating column/row data types.
- modelselectorgui - Graphical Interface to build Hierarchical (modelselector) models.
- preprocessiterator- Create array of preprocessing combinations.
- sammon - Computes Sammon projection for data or map.
- textreadr - Reads an ASCII or .XLS file in as a DataSet Object (formally xclreadr).