Figure 3: Mechanisms of construction of a Ranking-PCA model. Separation of the classes along PC1 after the addition of the first discriminating variable (a). Further addition of another discriminating variable improves classes separation along PC1 (b). Addition of a third variable accounting for another source of variation: scores (c); loadings (d).