From: Effective selection of informative SNPs and classification on the HapMap genotype data
Feature Numbers | Maximum accuracy (%) | Mean accuracy ± std (%) | Relevant feature numbers | Average number of features ± std |
---|---|---|---|---|
f-statistics on 3 populations | 94.29 98.57 95.71 97.14 94.29 | 96.05 ± 1.58 (%) | 12 85 15 42 29 86 | 63.6 ± 25.8 |
 | 94.29 95.71 95.71 95.71 97.14 |  | 37 56 78 90 71 46 |  |
 | 97.14 95.71 97.14 95.71 98.57 |  | 79 79 49 8 75 74 |  |
 | 92.86 97.14 97.14 97.14 92.86 |  | 74 100 83 50 81 |  |
 | 97.14 95.71 95.71 95.71 97.14 |  | 67 38 82 81 93 84 |  |
 | 95.71 98.57 95.71 97.14 92.86 |  | 53 |  |
f-statistics on 4 populations | 78.57 78.57 85.71 70.00 88.57 | 77.34 ± 6.57 (%) | 53 98 82 96 91 | 85.2 ± 15.1 |
 | 78.57 80.00 82.86 70.00 80.00 |  | 100 93 81 99 90 |  |
 | 65.71 78.57 82.86 68.57 81.43 |  | 59 99 88 55 73 81 |  |
 | 80.00 70.00 78.57 81.43 74.29 |  | 56 99 100 100 74 |  |
 | 72.86 84.26 74.29 84.29 88.57 |  | 74 98 94 88 72 81 |  |
 | 68.57 75.71 64.29 75.71 70.00 |  | 99 98 90 |  |
Modified t-test on 3 populations | 95.71 100.00 95.71 98.57 | 97.09 ± 1.74 (%) | 27 84 19 90 29 95 | 64.0 ± 26.5 |
 | 94.29 98.57 95.71 95.71 |  | 64 80 84 80 78 54 |  |
 | 95.71 98.57 95.71 95.71 98.57 |  | 83 92 57 11 80 79 |  |
 | 100.00 100.00 97.14 98.57 |  | 78 95 62 75 94 84 |  |
 | 95.71 97.14 98.57 98.57 95.71 |  | 53 10 32 28 68 55 |  |
 | 94.29 94.29 97.14 97.14 95.71 |  |  |  |
 | 98.57 97.14 98.57 |  |  |  |
Modified t-test on 4 populations | 82.86 77.14 87.14 82.86 82.86 | 83.86 ± 3.16 (%) | 31 84 92 94 86 | 84.1 ± 16.3 |
 | 84.29 88.57 80.00 81.43 82.86 |  | 100 84 99 83 87 |  |
 | 82.86 84.29 87.14 84.29 85.71 |  | 96 61 83 93 99 95 |  |
 | 81.43 82.86 84.29 84.29 75.71 |  | 80 81 88 99 99 75 |  |
 | 81.43 84.29 81.43 84.29 90.00 |  | 95 82 95 51 83 73 |  |
 | 84.29 85.71 85.71 85.71 90.00 |  | 99 55 |  |