Table 5.
Twenty-five gene pairs with 100% LOOCV accuracy in the Lung Cancer dataset
| 1st - 2nd Probe ID | Classification results in the test set | |
| # Correctly classified samples | Accuracy (%) | |
| 33754_at - 36562_at | 144 (13/131) | 96.64 (86.67/97.76) |
| 33754_at - 40496_at | 143 (11/132) | 95.97 (73.33/98.51) |
| 34105_f_at - 40496_at | 141(9/132) | 94.64 (60/98.51) |
| 34105_f_at - 36562_at | 140 (10/130) | 93.96 (66.67/97.01) |
| 37004_at - 40496_at | 140 (11/129) | 93.96 (73.33/96.27) |
| 36562_at - 37004_at | 139 (13/126) | 93.29 (86.67/94.03) |
| 38827_at - 40445_at | 138 (15/123) | 92.62 (100/91.79) |
| 1882_g_at - 36562_at | 136 (11/125) | 91.28 (73.33/93.28) |
| 1882_g_at - 40496_at | 136 (10/126) | 91.28 (66.67/94.03) |
| 33907_at - 36562_at | 134 (10/124) | 89.93 (66.67/92.54) |
| 36562_at - 40496_at | 134 (9/125) | 89.93 (60/93.28) |
| 1882_g_at - 33907_at | 133 (11/122) | 89.26 (73.33/91.04) |
| 1882_g_at - 37004_at | 132 (13/119) | 88.59 (86.67/88.81) |
| 35947_at - 36269_at | 132 (12/120) | 88.59 (80/89.55) |
| 33907_at - 34105_f_at | 131(9/122) | 87.92 (60/91.04) |
| 36269_at - 40445_at | 131(14/117) | 87.92 (93.33/87.31) |
| 35947_at - 40445_at | 130 (14/116) | 87.25 (93.33/86.57) |
| 38074_at - 38827_at | 129 (14/115) | 86.58 (93.33/85.82) |
| 33907_at - 40496_at | 127(8/119) | 85.23 (53.33/88.81) |
| 36269_at - 38074_at | 125 (13/112) | 83.89 (86.67/83.58) |
| 38074_at - 40445_at | 122 (13/109) | 81.88 (86.67/81.34) |
| 1117_at - 38827_at | 116 (15/101) | 77.85 (100/75.37) |
| 1117_at - 36269_at | 113 (13/100) | 75.84 (86.67/74.63) |
| 1117_at - 35947_at | 109 (12/97) | 73.15 (80/72.39) |
| 1117_at - 38074_at | 106 (14/92) | 71.14 (93.33/68.66) |