Algorithm | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 |
BP | 0.65 | 0.655 | 0.68 | 0.675 | 0.645 | 0.645 | 0.805 | 0.64 | 0.665 | 0.635 | 0.635 | 0.68 | 0.625 | 0.625 | 0.7 | 0.8 | 0.635 | 0.65 | 0.628 | 0.74 |
HBPNNs | 0.92 | 0.915 | 0.905 | 0.875 | 0.905 | 0.905 | 0.93 | 0.95 | 0.91 | 0.9 | 0.935 | 0.9 | 0.9 | 0.91 | 0.91 | 0.91 | 0.9 | 0.925 | 0.925 | 0.91 |
RBF | 0.905 | 0.9 | 0.9 | 0.875 | 0.88 | 0.88 | 0.915 | 0.92 | 0.92 | 0.915 | 0.93 | 0.935 | 0.9 | 0.905 | 0.895 | 0.895 | 0.93 | 0.85 | 0.91 | 0.94 |
HRBFNNs | 0.935 | 0.905 | 0.945 | 0.9 | 0.95 | 0.94 | 0.97 | 0.935 | 0.945 | 0.935 | 0.95 | 0.945 | 0.94 | 0.95 | 0.92 | 0.94 | 0.935 | 0.95 | 0.935 | 0.945 |
SVM | 0.93 | 0.92 | 0.945 | 0.91 | 0.945 | 0.915 | 0.955 | 0.945 | 0.94 | 0.915 | 0.95 | 0.955 | 0.92 | 0.955 | 0.935 | 0.935 | 0.945 | 0.945 | 0.94 | 0.92 |
MCDFC | 0.93 | 0.93 | 0.945 | 0.915 | 0.95 | 0.94 | 0.97 | 0.94 | 0.95 | 0.935 | 0.955 | 0.94 | 0.94 | 0.955 | 0.925 | 0.94 | 0.94 | 0.95 | 0.94 | 0.94 |
DBNESR | 0.95 | 0.95 | 0.96 | 0.965 | 0.945 | 0.95 | 0.95 | 0.96 | 0.965 | 0.96 | 0.95 | 0.965 | 0.945 | 0.95 | 0.96 | 0.965 | 0.95 | 0.96 | 0.96 | 0.965 |