Table 4 Sixteen genes with high classification accuracy in the Lung Cancer dataset
From: Accurate molecular classification of cancer using simple rules
Probe ID | Classification results in LOOCV | Classification results in the test set | ||
|---|---|---|---|---|
| Â | # Correctly classified samples | Accuracy(%) | # Correctly classified samples | Accuracy(%) |
2047_s_at | 30 (15/15) | 93.75 (93.75/93.75) | 122 (11/111) | 81.88 (73.33/82.84) |
266_s_at | 32 (16/16) | 100 (100/100) | 129 (13/116) | 86.58 (86.67/86.57) |
32046_at | 30 (15/15) | 93.75 (93.75/93.75) | 133 (12/121) | 89.26 (80/90.30) |
32551_at | 31 (15/16) | 96.88 (93.75/100) | 134 (14/120) | 89.93 (93.33/89.55) |
33245_at | 30 (15/15) | 93.75 (93.75/93.75) | 137 (14/123) | 91.95 (93.33/91.79) |
33833_at | 32 (16/16) | 100 (100/100) | 139 (13/126) | 93.29 (86.67/94.03) |
35330_at | 31 (15/16) | 96.88 (93.75/100) | 118 (14/104) | 79.19 (93.33/77.61) |
36533_at | 30 (15/15) | 93.75 (93.75/93.75) | 141 (13/128) | 94.64 (86.67/95.52) |
37205_at | 30 (15/15) | 93.75 (93.75/93.75) | 135 (12/123) | 90.60 (80/91.79) |
37716_at | 30 (15/15) | 93.75 (93.75/93.75) | 145 (11/134) | 97.32 (73.33/100) |
39795_at | 31 (16/15) | 96.88 (100/93.75) | 135 (14/121) | 90.60 (93.33/90.30) |
40936_at | 31 (15/16) | 96.88 (93.75/100) | 140 (12/128) | 93.96 (80/95.52) |
41286_at | 30 (15/15) | 93.75 (93.75/93.75) | 121 (13/108) | 81.21 (86.67/80.60) |
41402_at | 31 (16/15) | 96.88 (100/93.75) | 123 (13/110) | 82.55 (86.67/82.09) |
575_s_at | 32 (16/16) | 100 (100/100) | 141 (14/127) | 94.64 (93.33/94.78) |
988_at | 30 (15/15) | 93.75 (93.75/93.75) | 132 (13/119) | 88.59 (86.67/88.81) |