Release Notes Version 8 5 and File:Ga fitvsvarsfcm.png: Difference between pages

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==Version 8.5==
Version 8.5 of PLS_Toolbox and Solo was released in September, 2017.
For general product information, see [http://www.eigenvector.com/software/pls_toolbox.htm PLS_Toolbox Product Page]. For information on Solo, see [http://www.eigenvector.com/software/solo.htm Solo Product Page].
(back to [[Release Notes PLS Toolbox and Solo]])
==Overview==
* The primary focus of version 8.5 has been in Calibration Transfer and additional importers.
* PLS_Toolbox/Solo 8.5 has been tested extensively with Matlab 2017b prerelease and should be compatible with the coming release.
* Simplified interface design changes. Various controls have been moved to simplify interfaces. Seldom used settings have been moved to options in several cases (e.g., simplified [[Svm|SVM]] panel).
* The Analysis window's confusion matrix and table toolbar icon now returns classification results for both [http://wiki.eigenvector.com/index.php?title=Sample_Classification_Predictions#Class_Pred_Most_Probable 'most probable'] and [http://wiki.eigenvector.com/index.php?title=Sample_Classification_Predictions#Class_Pred_Strict  'strict'] classifications. In the 'strict' case it also lists the 'strictthreshold' value used.
==Calibration Transfer==
* [[MCCTTool | New Model-centric Calibration Transfer]] - Interface to develop instrument specific models with calibration transfer.
* [[nlstd| NLSTD]] - Create or apply non-linear instrument transfer models (PLS_Toolbox only).
* [[sstcal| SST]] - Spectral Subspace Transformation calibration transfer.
* [[Demonstration_Datasets|Corn DSO]] - New calibration transfer demonstration data set added. 80 samples of corn measured on 3 different NIR spectrometers with moisture, oil, protein and starch values for each of the samples is also included.
==Importers==
* [[shimadzueemreadr]] - Imports Shimadzu EEM formatted text files.
* [[visionairxmlreadr]] - Imports Vision Air formatted XML files (X- & Y-Blocks).
* [[pltreadr]] - Imports Vision Air model files (.plt).
* [[writeplt]] - Exports EVRI Model structures to Vision Air PLT files.
* [[aqualogreadr]] - Improved capability of loading multiple files containing samples of varying sizes (PLS_Toolbox only).
* [[jascoeemreadr]] - Improved capability of loading multiple files containing samples of varying sizes (PLS_Toolbox only).
* [[hitachieemreadr]] - Improved capability of loading multiple files containing samples of varying sizes (PLS_Toolbox only).
* [[rawread|RAWREAD]] - Added support for new version format (3 & 4) (See MIA_Toolbox).
* [[spgreadr|SPGREADR]] Added new feature, options.spectrumindex now can be an integer, an array of integers (indices, & order doesn't matter), or 'all'. When loading multiple files, options.spectrumindex must be either a single value or 'all'.
==Other Features and Improvements==
* [[Cooksd| Cook's Distance]] - Calculates Cooks Distance for samples in a regression model.
* [[rpls| RPLS]] - A recursive PLS and PCR variable selection algorithm.
* [[manhattandist| MANHATTANDIST]] - Calculate Manhattan Distance between rows of a matrix.
* [[Confusionmatrix]] and [[Confusiontable]] - Classification results formatting options added. Can now specify use of mostprobable or strict classification rule.
* [[calcdifference]] - Calculate difference between two datasets.
* Added GLS Weighting to model optimizer.

Latest revision as of 11:44, 1 August 2019