Table 2 Mean value and standard deviation of NGC - BMOPSO-CDRHS
NGC | 1 | 10 | 15 | 20 | 30 | |
|---|---|---|---|---|---|---|
Flex | HV | 0.836 | 0.846 | 0.848 | 0.848 | 0.848 |
(0.004) | (0.004) | (0.004) | (0.003) | (0.004) | ||
GD | 0.003 | 0.002 | 0.002 | 0.001 | 0.001 | |
(4.6E-4) | (4.2E-4) | (5.3E-4) | (4.8E-4) | (3.8E-4) | ||
IGD | 0.003 | 0.002 | 0.001 | 0.001 | 0.001 | |
(5.3E-4) | (3.7E-4) | (3.8E-4) | (3.0E-4) | (3.3E-4) | ||
C | 1.0 | 0.998 | 0.996 | 0.996 | 0.996 | |
(0.0) | (0.006) | (0.012) | (0.046) | (0.018) | ||
Grep | HV | 0.772 | 0.782 | 0.782 | 0.785 | 0.786 |
(0.005) | (0.006) | (0.004) | (0.004) | (0.004) | ||
GD | 0.002 | 0.001 | 0.001 | 0.001 | 0.001 | |
(4.2E-4) | (3.0E-4) | (3.6E-4) | (2.6E-4) | (3.2E-4) | ||
IGD | 0.002 | 0.001 | 0.001 | 0.001 | 0.001 | |
(3.6E-4) | (4.3E-4) | (4.9E-4) | (3.3E-4) | (3.7E-4) | ||
C | 1.0 | 0.999 | 0.999 | 0.996 | 0.991 | |
(0.0) | (0.005) | (0.004) | (0.010) | (0.024) | ||
Gzip | HV | 0.953 | 0.961 | 0.963 | 0.961 | 0.963 |
(0.003) | (0.003) | (0.003) | (0.003) | (0.004) | ||
GD | 0.004 | 0.002 | 0.002 | 0.002 | 0.002 | |
(6.6E-4) | (7.4E-4) | (6.3E-4) | (8.1E-4) | (0.001) | ||
IGD | 0.004 | 0.003 | 0.002 | 0.003 | 0.002 | |
(7.2E-4) | (8.6E-4) | (8.4E-4) | (0.001) | (0.001) | ||
C | 1.0 | 0.994 | 0.986 | 0.995 | 0.996 | |
(0.0) | (0.018) | (0.035) | (0.022) | (0.013) | ||
Sed | HV | 0.847 | 0.862 | 0.861 | 0.863 | 0.864 |
(0.004) | (0.006) | (0.004) | (0.005) | (0.004) | ||
GD | 0.004 | 0.003 | 0.003 | 0.002 | 0.002 | |
(0.001) | (0.001) | (0.002) | (0.001) | (0.001) | ||
IGD | 0.005 | 0.002 | 0.003 | 0.003 | 0.002 | |
(6.6E-4) | (7.7E-4) | (6.5E-4) | (7.6E-4) | (5.9E-4) | ||
C | 1.0 | 1.0 | 1.0 | 0.988 | 0.998 | |
(0.0) | (0.0) | (0.0) | (0.043) | (0.009) | ||
Space | HV | 0.938 | 0.949 | 0.949 | 0.949 | 0.949 |
(0.004) | (0.004) | (0.003) | (0.002) | (0.003) | ||
GD | 0.002 | 0.001 | 0.001 | 9.2E-4 | 9.1E-4 | |
(2.2E-4) | (2.8E-4) | (3.2E-4) | (1.5E-4) | (1.8E-4) | ||
IGD | 0.002 | 0.001 | 0.001 | 0.001 | 0.001 | |
(8.8E-4) | (7.8E-4) | (7.2E-4) | (9.2E-4) | (7.7E-4) | ||
C | 1.0 | 0.994 | 0.991 | 0.989 | 0.996 | |
(0.0) | (0.010) | (0.012) | (0.019) | (0.007) | ||
IS | HV | 0.714 | 0.719 | 0.719 | 0.719 | 0.719 |
(0.001) | (7.0E-4) | (6.4E-4) | (5.8E-4) | (7.1E-4) | ||
GD | 2.6E-4 | 1.5E-4 | 1.5E-4 | 1.4E-4 | 1.5E-4 | |
(2.4E-5) | (1.4E-5) | (1.5E-5) | (1.1E-5) | (1.3E-5) | ||
IGD | 6.1E-4 | 3.1E-4 | 3.0E-4 | 2.8E-4 | 2.7E-4 | |
(2.3E-4) | (1.0E-4) | (1.1E-4) | (8.2E-5) | (9.0E-5) | ||
C | 0.979 | 0.857 | 0.870 | 0.849 | 0.854 | |
(0.012) | (0.040) | (0.036) | (0.049) | (0.047) | ||
RS | HV | 0.910 | 0.912 | 0.912 | 0.912 | 0.912 |
(0.001) | (3.7E-4) | (4.1E-4) | (4.2E-4) | (3.4E-4) | ||
GD | 2.9E-4 | 1.8E-4 | 1.5E-4 | 1.8E-4 | 1.4E-4 | |
(5.8E-5) | (3.7E-5) | (4.5E-5) | (4.8E-5) | (4.6E-5) | ||
IGD | 0.001 | 4.1E-4 | 3.8E-4 | 3.3E-4 | 3.8E-4 | |
(7.8E-4) | (2.2E-4) | (2.7E-4) | (1.2E-4) | (2.8E-4) | ||
C | 0.781 | 0.493 | 0.417 | 0.450 | 0.439 | |
(0.099) | (0.086) | (0.098) | (0.072) | (0.081) |