Number of models in the ensemble (m) | Number of ensembles | The average 10-fold cross validation accuracy of ensembles of size m (Acc) |
---|---|---|
1 | 30 | 95.38 |
2 | 435 | 91.34 |
3 | 4060 | 98.36 |
4 | 27405 | 97.03 |
5 | 142506 | 99.32 |
6 | 593775 | 98.81 |
7 | 2035800 | 99.67 |
8 | 5852926 | 99.44 |
9 | 14300000 | 99.93 |
10 | 30000000 | 99.92 |
11 | 54600000 | 99.98 |
12 | 86500000 | 99.96 |
13 | 120000000 | 99.99 |
14 | 145000000 | 99.99 |
15 | 155000000 | 99.99 |
16 | 145000000 | 99.99 |
17 | 120000000 | 99.99 |
18 | 86500000 | 99.99 |
19 | 54600000 | 99.99 |
20 | 30000000 | 99.99 |
21 | 14300000 | 99.99 |
22 | 5852926 | 99.99 |
23 | 2035800 | 99.99 |
24 | 593775 | 99.99 |
25 | 142506 | 99.99 |
26 | 27405 | 99.99 |
27 | 4060 | 99.99 |
28 | 435 | 99.99 |
29 | 30 | 99.99 |
30 | 1 | 100 |