PLS Regression — Glossary

pls

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Definition

Partial Least Squares: projects features onto latent components maximally covariant with the target — strong for wide, collinear data like spectra.

Examples

200 correlated NIR wavelengths → biomass.

Related terms

Principal Component Analysis (PCA) Machine Learning Variance Explained