A Novel Kernel for RBF Based Neural Networks

Figure 5

(a) Testing results after 100 epochs using Euclidean RBF kernel; misclassifications exist. (b) Testing results after 150 epochs using Euclidean RBF kernel; misclassifications still exist. (c) Testing results after 3500 epochs using Euclidean RBF kernel; 100% accuracy is achieved.

(a)

(b)

(c)