Comparison of the feature selection with PCA and LDA. The left side shows score plots of the complete spectra, where each point represents one measurement. Confidence intervals with 3σ are depicted as dashed ellipses and projected onto each component. The score plots on the right are calculated using only the p′ = 3 most important features (red rectangle). Note that the discriminative power of the LDA collapses.