Method | Dataset | Error rate reduction (%) | |||
---|---|---|---|---|---|
P01 | P02 | P05 | Avg. | ||
Proposed (1 NN) + CMN | 1s.1u | 30.8 | 19.4 | 21.7 | 24.0 |
1s.5u | 34.7 | 27.8 | 23.5 | 28.7 | |
3s.15u | 35.4 | 33.3 | 23.5 | 30.8 | |
Proposed (6 NNs) + CMN | 1s.1u | 40.8 | 44.0 | 19.7 | 34.8 |
1s.5u | 45.5 | 62.7 | 16.3 | 41.5 | |
3s.15u | 51.0 | 71.4 | 23.5 | 48.7 | |
Proposed (12 NNs) + CMN | 1s.1u | 33.0 | 33.7 | 22.9 | 29.8 |
1s.5u | 40.6 | 54.0 | 32.0 | 42.2 | |
3s.15u | 55.2 | 71.4 | 27.5 | 51.4 | |
Proposed (24 NNs) + CMN | 1s.1u | 17.9 | 2.5 | 10.5 | 10.3 |
1s.5u | 30.2 | 31.0 | 22.2 | 27.8 | |
3s.15u | 46.9 | 42.9 | 13.7 | 34.5 |