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 Selector Interface]]===
===[[Modelselectorgui | Hierarchical Model Builder]]===
* Graphical Interface to build [[Modelselector | Model Selector]] models.
* 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.
* Graphically add decisions to each node.
* 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 for a given snapshot.  
* Added ability to [[Modeloptimizergui#Survey_Preprocessing | automatically survey]] over preprocessing settings.  
* Additional models added (ANN).
* Improved support for PLSDA and SVMDA, added support for new ANN models.
* Handle PLSDA and SVMDA combinations with better logic.
* Improved handling of options and modeling errors.
* Improve options handling.
* Improve error detection and handling.


===New/Improved Importers===
===Artificial Neural Networks===
* [[jcampreadr]] - Add peaktable support.
* [[Ann|Artificial Neural Network (ANN)]] added to Analysis window and command-line tools. Build ANN models in the same familiar interface as other models.
* Improved memory and speed performance for text parsing
* Initial release includes previously released engine/algorithm, next minor release will include an additional, previously unreleased algorithm.
 
===New/Improved Preprocessing Methods===
* [[EMSC_Toolbox_Manual|EMSC]] is now out of patent and included with PLS_Toolbox.  


===Analysis and Workspace Browser===
===Analysis and Workspace Browser===
* Completely revamped [[Optionseditor|options window]] allows easier saving and restoring of options.
* Completely revamped [[Optionseditor|options window]] allows easier saving and restoring of options.
* ANN added to methods list.
* 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.
* Export and Import models directly from [[Analysis_Window:_Model_Cache_Pane#Exporting_and_Importing_Models | cache]].
* Easier access to build SVM classification models and SIMCA models on any class set.
* Add copy and duplicate to browse context menu.
* 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.
* Add option to browse (see Edit > Options > Workspace Browser Options) to do either concatenation or not when dropping multiple files.
* Add '''Refine''' menu to Analysis to better organize menu items.


===Plot Controls===
===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 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===
===Other===
* Add ability to automatically show sammon components in scores.
* Added ability to access Sammon components ([[sammon|sammon mapping]]) in scores.
* Multiple improvements to SIMCA model builder.


==New Command-line Features and Functions==
==New Command-line Features and Functions==
===Command-line Tool Changes===


===Misc New Functions===
===Misc New Functions===
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* hideaxistext - Hides text objects which are outside the current axis limits.
* hideaxistext - Hides text objects which are outside the current axis limits.
* [[importtool]] - GUI for designating column/row data types.
* [[importtool]] - GUI for designating column/row data types.
* [[modelselectorgui]] - Graphical Interface to built ModelSelector models
* [[modelselectorgui]] - Graphical Interface to build Hierarchical (modelselector) models.
* [[preprocessiterator]]- Create array of preprocessing combinations.
* [[preprocessiterator]]- Create array of preprocessing combinations.
* [[sammon]] - Computes Sammon projection for data or map.
* [[sammon]] - Computes Sammon projection for data or map.
* [[textreadr]] - Reads an ASCII or .XLS file in as a DataSet Object (formally xclreadr).
* [[textreadr]] - Reads an ASCII or .XLS file in as a DataSet Object (formally xclreadr).

Latest revision as of 14:06, 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

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

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).
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