Table 8 The reduct size and running time of the four algorithms(number/time).
Data set | RAW | FRDM | AFFS | MPRB | MCEFS |
|---|---|---|---|---|---|
MGT | 10 | 6.5/2441.73 | 3.7/4148.52 | 5.6/2704.46 | 5.2/2862.28 |
ROE | 18 | 4.8/1512.25 | 8.8/4545.23 | 4.1/1155.61 | 9.3/2408.32 |
SHB | 9 | 3.4/94.45 | 5.3/275.62 | 4.0/188.60 | 1.0/48.92 |
WQ | 11 | 5.1/271.88 | 5.8/938.26 | 4.7/312.07 | 5.6/357.77 |
IC | 13 | 1.0/82.25 | 8.4/461.91 | 9.1/192.03 | 6.2/231.63 |
HCE | 28 | 14.3/143.75 | 18.4/358.61 | 12.5/128.68 | 6.9/98.03 |
TME | 50 | 34.2/136.51 | 29.5/70.67 | 29.5/70.6765 | 25.1/149.22 |
TR | 241 | 10/13.08 | 124/2362.56 | 1.9/1.86 | 64.0/2072.05 |
SHD | 256 | 6/14.96 | 28/386.49 | 7.2/55.85 | 8.5/21.46 |
GL | 10 | 6.3/1.29 | 6.7/3.42 | 5.0/2.65 | 6.1/1.468 |
CB | 60 | 26.5/21.21 | 37.4/29.58 | 24.5/18.78 | 26.1/32.41 |
IR | 4 | 2.5/0.2329 | 2.7/0.36 | 3/2.88 | 2.3/0.26 |
Average | 21.3 | 10.05/835.60 | 23.22/1934.44 | 9.26/858.51 | 13.86/1241.76 |