Maximum Neighborhood Margin Discriminant Projection for Classification

Figure 12

Data distribution of each method in two-dimensional projection space, where the three classes are denoted by “+", “⚪", and “□", respectively.

(a) PCA

(b) LDA

(c) LPP

(d) UDP

(e) MNMDP