Table 6 Eight genes with high classification accuracy in the Prostate Cancer dataset
From: Accurate molecular classification of cancer using simple rules
Probe ID | Classification results in LOOCV | Classification results in the test set | α | ||
|---|---|---|---|---|---|
| Â | # Correctly classified samples | Accuracy (%) | # Correctly classified samples | Accuracy (%) | Â |
32598_at | 92 (50/42) | 90.20 (96.15/84.00) | 23 (17/6) | 67.65 (68.00/66.67) | 0.85 |
36491_at | 84 (41/43) | 82.35 (78.85/86.00) | 30 (23/7) | 88.24 (92.00/77.78) | 0.80 |
40856_at | 85 (46/39) | 83.33 (88.46/78.00) | 23 (15/8) | 67.65 (60.00/88.89) | 0.80 |
32243_g_at | 84 (41/43) | 82.35 (78.85/86.00) | 31 (22/9) | 91.18 (88.00/100) | 0.80 |
36601_at | 85 (46/39) | 83.33 (88.46/78.00) | 17 (8/9) | 50.00 (32.00/100) | 0.80 |
38044_at | 81 (41/40) | 79.41 (78.85/80.00) | 29 (21/8) | 85.29 (84.00/88.89) | 0.80 |
41288_at | 88 (41/47) | 86.27 (78.85/94.00) | 31 (22/9) | 91.18 (88.00/100) | 0.80 |
1767_s_at | 83 (40/43) | 81.37 (76.92/86.00) | 24 (22/2) | 70.59 (88.00/22.22) | 0.80 |