Software capabilities:
- join multiple spectroscopic files from single directory into a single file
- numerous preprocessing and pretreatment algorithms
- performs principal components analysis (PCA)
- performs partial least squares regression (PLSR) with delete-n-cross validation
- performs PLSR1 modelling and prediction
- performs bootstrap aggregation PLSR (bagging-PLSR)
- provides options to save all output for external plotting and analyses
- version 3.1 supports interactive outlier detection
Screenshots and a description of this version are available at http://www.usyd.edu.au/agric/acpa/people/rvrossel/soft01.htm
If you would like to use ParLeS, please send email to Raphael VISCARRA ROSSEL ([email protected]) briefly explaining your application and your current situation (i.e. student, researcher, working at university, commercial organisation etc.).
Contributor
Raphael VISCARRA ROSSEL ([email protected])