Release Notes Version 8 5: Difference between revisions

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==New Features in Solo and PLS_Toolbox==
==New Features in Solo and PLS_Toolbox==


* [[MCCTTool | New Model Centric Calibration Transfer]] - Interface to develop instrument specific models with calibration transfer.
* 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.


* [[Cooksd| Cook's Distance]] - Calculates Cooks Distance for samples in a regression model.
* 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 panel).


* [[rpls| RPLS]] - A recursive PLS and PCR variable selection algorithm.  
===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).
* [[nlstd| NLSTD]] - Create or apply non-linear instrument transfer models (PLS_Toolbox only).


* [[manhattandist| MANHATTANDIST]] - Calculate Manhattan Distance betweem rows of a matrix.
* [[sstcal| SST]] - Spectral Subspace Transformation calibration transfer.


* [[Confusionmatrix]] - Classification results formatting options added.
* [[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.


* Added GLS Weighting to model optimizer.
===Importers===


* EVRIMODEL - Copy model method added.
* [[shimadzueemreadr]] - Imports Shimadzu EEM formatted text files.
 
* [[visionairxmlreadr]] - Imports Vision Air formatted XML files (X- & Y-Blocks).
* New importers:
* [[pltreadr]] - Imports Vision Air model files (.plt).
:* [[shimadzueemreadr]] - Imports Shimadzu EEM formatted text files.
:* [[visionairxmlreadr]] - Imports Vision Air formatted XML files (X- & Y-Blocks).
:* [[pltreadr]] - Imports Vision Air model files (.plt).
:*


* [[aqualogreadr]] - Improved capability of loading multiple files containing samples of varying sizes (PLS_Toolbox only).
* [[aqualogreadr]] - Improved capability of loading multiple files containing samples of varying sizes (PLS_Toolbox only).
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* [[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'.
* [[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'.


DSO
===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.


shuffle
* [[manhattandist| MANHATTANDIST]] - Calculate Manhattan Distance between rows of a matrix.
findclassmatch


Lots of new stuff.
* [[Confusionmatrix]] - Classification results formatting options added.


Various bugfixes & improved stability.
* Added GLS Weighting to model optimizer.

Revision as of 09:08, 30 August 2017

DRAFT

Changes and Bug Fixes in Version 8.5

Version 8.5 of PLS_Toolbox and Solo was released in August, 2017.

For general product information, see PLS_Toolbox Product Page. For information on Solo, see Solo Product Page.

(back to Release Notes PLS Toolbox and Solo)

New Features in Solo and PLS_Toolbox

  • 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 panel).

Calibration Transfer

  • NLSTD - Create or apply non-linear instrument transfer models (PLS_Toolbox only).
  • SST - Spectral Subspace Transformation calibration transfer.
  • 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

  • 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 - Added support for new version format (3 & 4) (See MIA_Toolbox).
  • 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

  • RPLS - A recursive PLS and PCR variable selection algorithm.
  • MANHATTANDIST - Calculate Manhattan Distance between rows of a matrix.
  • Added GLS Weighting to model optimizer.
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