Table 9 Twenty-one genes with high classification accuracy in the Leukemia dataset 2
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 |
36239_at | 51 (20/12/19) | 89.47 (100/70.59/95) | 14 (4/2/8) | 93.33 (100/66.67/100) | 0.90 |
39318_at | 47 (17/11/19) | 82.46 (85/64.71/95) | 13 (2/3/8) | 86.67 (50/100/100) | 0.80 |
40191_s_at | 48 (17/13/18) | 84.21 (85/76.47/90) | 12 (2/2/8) | 80 (50/66.67/100) | 0.80 |
840_at | 47 (19/10/18) | 82.46 (95/58.82/90) | 11 (3/1/7) | 73.33 (75/33.33/87.50) | 0.80 |
266_s_at | 46 (19/11/16) | 80.70 (95/64.71/80) | 13 (4/1/8) | 86.67 (100/33.33/100) | 0.80 |
37933_at | 45 (20/7/18) | 78.95 (100/41.18/90) | 8 (2/0/6) | 53.33 (50/0/75) | 0.75 |
38989_at | 43 (19/6/18) | 75.44 (95/35.29/90) | 12 (3/1/8) | 80 (75/33.33/100) | 0.75 |
33833_at | 44 (16/10/18) | 77.19 (80/58.82/90) | 10 (2/0/8) | 66.67 (50/0/100) | 0.75 |
32874_at | 43 (14/11/18) | 75.44 (70/64.71/90) | 10 (2/1/7) | 66.67 (50/33.33/87.5) | 0.7 |
37487_at | 41 (14/7/20) | 71.93 (70/41.18/100) | 11 (3/0/8) | 73.33 (75/0/100) | 0.7 |
31886_at | 42 (16/8/18) | 73.68 (80/47.06/90) | 13 (3/2/8) | 86.67 (75/66.67/100) | 0.7 |
35164_at | 48 (19/15/14) | 84.21 (95/88.24/70) | 13 (4/2/7) | 86.67 (100/66.67/87.5) | 0.7 |
36905_at | 46 (14/12/20) | 80.70 (70/70.59/100) | 9 (0/1/8) | 60 (0/33.33/100) | 0.7 |
37539_at | 50 (16/16/18) | 87.72 (80/94.12/90) | 10 (3/3/4) | 66.67 (75/100/50) | 0.7 |
37910_at | 45 (18/9/18) | 78.95 (90/52.94/90) | 9 (1/1/7) | 60 (25/33.33/87.5) | 0.7 |
32847_at | 44 (18/12/14) | 77.19 (90/70.59/70) | 11 (4/2/5) | 73.33 (100/66.67/62.5) | 0.7 |
35260_at | 42 (20/8/14) | 73.68 (100/47.06/70) | 9 (2/1/6) | 60 (50/33.33/75) | 0.7 |
41790_at | 47 (19/11/17) | 82.46 (95/64.71/85) | 13 (3/2/8) | 86.67 (75/66.67/100) | 0.7 |
32579_at | 48 (15/13/20) | 84.21 (75/76.47/100) | 11 (2/1/8) | 73.33 (50/33.33/100) | 0.7 |
1373_at | 47 (16/12/19) | 82.46 (80/70.59/95) | 10 (1/1/8) | 66.67 (25/33.33/100) | 0.7 |
1325_at | 47 (19/14/14) | 82.46 (95/82.35/70) | 10 (3/3/4) | 66.67 (75/100/50) | 0.7 |