Skip to main content
. 2022 Dec 16;16:1029690. doi: 10.3389/fninf.2022.1029690

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