Table 6. Aggregate prediction accuracy of all algorithms for each ethnic group.
algo. | ethnic group | weighted* | unweighted | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
WBR | WIR | WAO | AIN | APK | ABD | ACN | AAO | BAF | BCA | OXX | WBR-OXX | WAO-OXX | WBR-OXX | WAO-OXX | |
OM | 89.88 | 47.34 | 59.11 | 64.24 | 76.13 | 56.45 | 78.51 | 23.61 | 39.71 | 2.90 | 5.87 | 82.57 | 46.83 | 49.43 | 45.17 |
OM-F | 84.47 | 42.14 | 55.09 | 61.13 | 70.81 | 44.13 | 59.97 | 22.56 | 32.20 | 4.13 | 8.93 | 77.42 | 43.06 | 44.14 | 39.88 |
OM-G | 88.61 | 47.16 | 57.80 | 62.68 | 72.09 | 49.43 | 69.24 | 23.37 | 35.88 | 3.33 | 7.30 | 81.20 | 44.89 | 46.99 | 42.35 |
OM-GA | 89.81 | 47.75 | 58.73 | 64.20 | 75.97 | 54.20 | 73.00 | 23.98 | 37.42 | 3.31 | 6.24 | 82.42 | 46.26 | 48.60 | 44.12 |
EE-A | 99.54 | 0.01 | 43.21 | 76.58 | 87.63 | 59.61 | 66.22 | 32.30 | 45.42 | 3.63 | 3.03 | 90.09 | 46.54 | 47.02 | 46.40 |
EE-M | 99.54 | 0.01 | 43.14 | 76.39 | 87.97 | 58.93 | 66.15 | 31.97 | 45.22 | 3.43 | 3.46 | 90.08 | 46.51 | 46.93 | 46.30 |
EE-R | 99.28 | 0.07 | 43.89 | 76.61 | 86.27 | 60.11 | 68.28 | 33.12 | 48.27 | 4.90 | 4.09 | 89.98 | 47.22 | 47.72 | 47.28 |
EE-RS | 99.01 | 0.02 | 43.53 | 75.59 | 85.11 | 56.77 | 81.55 | 34.02 | 48.19 | 5.13 | 2.20 | 89.72 | 47.01 | 48.28 | 48.01 |
EE-W | 99.63 | 0.01 | 42.94 | 75.96 | 86.65 | 59.96 | 70.90 | 32.05 | 44.07 | 2.40 | 1.70 | 90.08 | 46.05 | 46.93 | 46.29 |
% | 83.00 | 0.95 | 4.05 | 2.46 | 2.03 | 0.77 | 0.68 | 1.12 | 1.48 | 1.02 | 2.44 |
* means of average prediction accuracy across all ethnic groups, weighted by relative population size (last row); the unweighted figures provide average prediction accuracy regardless of ethnic group size.