TABLE 12.
Comparison results of SBCS and other peers with regard to precision rate.
Dataset | Metric | bSBCS | bMFO | bGWO | BGSA | BPSO | bALO | BBA | BSSA | bWOA | bCS |
BreastEW | Avg | 9.8115E-01 | 9.7574E-01 | 9.7297E-01 | 9.7845E-01 | 9.7858E-01 | 9.4337E-01 | 9.3473E-01 | 9.7582E-01 | 9.7830E-01 | 9.7040E-01 |
Std | 2.2037E-02 | 2.3481E-02 | 1.7789E-02 | 2.1105E-02 | 2.7264E-02 | 3.9169E-02 | 2.8441E-02 | 1.9710E-02 | 2.1342E-02 | 2.3330E-02 | |
hepatitis | Avg | 1.0000E+00 | 1.0000E+00 | 9.8000E-01 | 1.0000E+00 | 1.0000E+00 | 5.0000E-01 | 7.3333E-01 | 1.0000E+00 | 1.0000E+00 | 9.3333E-01 |
Std | 0.0000E+00 | 0.0000E+00 | 6.3246E-02 | 0.0000E+00 | 0.0000E+00 | 4.0825E-01 | 4.3885E-01 | 0.0000E+00 | 0.0000E+00 | 1.4055E-01 | |
segment | Avg | 8.8788E-01 | 8.8615E-01 | 8.7706E-01 | 8.8615E-01 | 8.8355E-01 | 7.2900E-01 | 8.1299E-01 | 8.8528E-01 | 8.8312E-01 | 8.6364E-01 |
Std | 1.9192E-02 | 1.8258E-02 | 1.3720E-02 | 1.3697E-02 | 1.6884E-02 | 4.3155E-02 | 5.5842E-02 | 1.0254E-02 | 7.0692E-03 | 2.1232E-02 | |
semeion | Avg | 1.0000E+00 | 1.0000E+00 | 9.9726E-01 | 1.0000E+00 | 1.0000E+00 | 9.8159E-01 | 9.8088E-01 | 9.9931E-01 | 9.9931E-01 | 9.9115E-01 |
Std | 0.0000E+00 | 0.0000E+00 | 6.6203E-03 | 0.0000E+00 | 0.0000E+00 | 8.9403E-03 | 9.4059E-03 | 2.1809E-03 | 2.1960E-03 | 1.2367E-02 | |
CTG3 | Avg | 8.7866E-01 | 8.7862E-01 | 8.7534E-01 | 8.7866E-01 | 8.7581E-01 | 8.2832E-01 | 8.2596E-01 | 8.7677E-01 | 8.7723E-01 | 8.6408E-01 |
Std | 1.5050E-02 | 1.6507E-02 | 1.5517E-02 | 1.5790E-02 | 1.8035E-02 | 1.5061E-02 | 2.8295E-02 | 9.1786E-03 | 1.4202E-02 | 9.2063E-03 | |
vehicle | Avg | 7.9198E-01 | 7.8262E-01 | 7.8254E-01 | 7.8480E-01 | 7.8484E-01 | 6.3285E-01 | 6.4500E-01 | 7.9088E-01 | 7.8618E-01 | 7.4120E-01 |
Std | 2.5414E-02 | 3.4452E-02 | 3.3220E-02 | 3.6511E-02 | 2.7257E-02 | 7.3121E-02 | 1.0133E-01 | 3.1566E-02 | 4.5623E-02 | 3.2049E-02 | |
heart | Avg | 9.4007E-01 | 9.1818E-01 | 9.2007E-01 | 9.0461E-01 | 9.2006E-01 | 8.7401E-01 | 8.3482E-01 | 9.0958E-01 | 9.2809E-01 | 8.9710E-01 |
Std | 6.8672E-02 | 5.0378E-02 | 8.8791E-02 | 4.7172E-02 | 6.4475E-02 | 8.3513E-02 | 9.8461E-02 | 5.6938E-02 | 6.4764E-02 | 7.5451E-02 | |
Rank-Avg | 1 | 3.57 | 7 | 2.43 | 3.71 | 9.43 | 9.57 | 4.14 | 4.71 | 8 | |
Rank | 1 | 3 | 7 | 2 | 4 | 9 | 10 | 5 | 6 | 8 |