Prototype Generation Using Self-Organizing Maps for Informativeness-Based Classifier

Figure 4

For each experiment, a set of four results was conducted and the results are (A) NN; (B) NN; (C) SOMNN; and (D) SOMNN.

(a) Dataset without overlapped classes

(b) Dataset with little classes overlapped

(c) Dataset with large classes overlapped