Release Notes Version 9 2

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 - Add function to convert DataSets to MATLAB table datatype
• HMAC - Add object that automatically creates a hierarchical model (PLSDA models) for classification problems
  • Functionality added to the Hierarchical Model Builder to:
    • Load a dataset
    • Select a class set
    • Select preprocessing
    • Automatically build the hierachical model and populate the Hierarchical Model Builder interface
• PYTHONTOOLS - Add support for Python 3.10 and Mac M1
• SOFTWAREDEVKIT - Add support for C# and MATLAB to the Solo_Predictor Software Development Kit
• 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	Fixed a bug that was introduced in 9.1 to allow experiment file with just file names.
mlr	Update internal crossval to give consistent crossvalidation results. Update quadraticInit to be 1 instead of 0.
Parallel Computing	Parallel Computing Toolbox enabled by default for functions that use PCT ( MLR, SVM, SVMDA and DATAFIT ).
plotgui	Can now plot Y-block scores for PLS, PLSDA, and N-PLS models.