Table 6 CPU time (in sec.)
Data set | SVM | SOM | BPNN | C4.5 | NB | CART | AIRS | PSODT |
|---|---|---|---|---|---|---|---|---|
11_Tumors | 6.63 | 33.57 | 252.10 | 27.53 | 36.21 | 110.75 | 50.90 | 1203.80 |
14_Tumors | 0.63 | 3.90 | 31.16 | 2.06 | 5.70 | 10.62 | 14.12 | 139.53 |
9_Tumors | 0.63 | 4.57 | 36.08 | 3.21 | 5.21 | 14.21 | 15.69 | 164.05 |
Brain_Tumor1 | 1.17 | 5.24 | 42.14 | 3.93 | 5.73 | 17.66 | 10.37 | 186.45 |
Brain_Tumor2 | 8.35 | 38.11 | 295.33 | 35.49 | 32.02 | 160.34 | 45.73 | 1348.20 |
Leukemia2 | 0.53 | 2.86 | 23.73 | 1.43 | 5.51 | 8.33 | 20.51 | 101.29 |
Lung_Cancer | 0.98 | 5.64 | 44.21 | 3.13 | 9.12 | 19.88 | 21.00 | 198.62 |
SRBCT | 0.31 | 2.77 | 21.23 | 1.37 | 5.52 | 8.53 | 14.99 | 99.10 |
Prostate_Tumor | 1.12 | 8.37 | 64.40 | 2.87 | 13.08 | 18.34 | 34.66 | 300.58 |
DLBCL | 0.30 | 1.64 | 13.66 | 1.11 | 3.22 | 5.90 | 15.21 | 58.06 |