Release Notes Version 9 2

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Changes and Bug Fixes in Version 9.2

Version 9.2 of PLS_Toolbox and Solo is scheduled for release in January, 2023.

(back to Release Notes PLS Toolbox and Solo)

New Features in Solo and PLS_Toolbox

  • BIPLOTS - Include lines drawn from loadings points to origin.
  • DATASET2TABLE - Added function to convert DataSets to MATLAB table datatype.
  • HMAC - Add object that automatically creates a hierarchical model for classification problems.
  • PYTHONTOOLS - Add support for Python 3.10 and Mac M1.
  • SOFTWAREDEVKIT - Add support for C# and MATLAB.
  • TESTROBUSTNESS - Enable testrobustness function for non-linear regression methods (lwr, svm, ann, anndl, xgb).

Other Features and Improvements

File Comment
analysis
  • Extend corrmap to yblock.
clutter filter
  • Added capability to use CLS residuals as a clutter source and can cross-validate over alpha parameter for GLSW and over number of PCs for EPO (also know as "Gray CLS").
evricompatibility
  • Re-enable checking via website.
experimentreadr
  • Fix to allow experiment file with just file names.
mlr
  • Update internal crossval.
  • Update quadraticInit to be 1 instead of 0.
Parallel Computing
plotgui
  • Can now plot Y-block scores for PLS, PLSDA, and N-PLS models.