Table 9.
Fold iterate | K-fold (10-fold) cross validation on the selected balanced training set |
||||||
---|---|---|---|---|---|---|---|
Aa | An | Na | Nn | Se | Sp | Score | |
1 | 30 | 17 | 13 | 34 | 0.64 | 0.72 | 0.68 |
2 | 25 | 22 | 18 | 29 | 0.53 | 0.62 | 0.57 |
3 | 30 | 17 | 16 | 32 | 0.64 | 0.67 | 0.65 |
4 | 31 | 17 | 14 | 33 | 0.65 | 0.70 | 0.67 |
5 | 31 | 16 | 11 | 36 | 0.66 | 0.77 | 0.71 |
6 | 30 | 17 | 16 | 31 | 0.64 | 0.66 | 0.65 |
7 | 21 | 26 | 18 | 29 | 0.45 | 0.62 | 0.53 |
8 | 29 | 18 | 16 | 31 | 0.62 | 0.66 | 0.64 |
9 | 30 | 18 | 10 | 38 | 0.63 | 0.79 | 0.71 |
10 | 30 | 17 | 14 | 33 | 0.64 | 0.70 | 0.67 |
Mean | 29 | 19 | 15 | 33 | 0.61 | 0.69 | 0.65 |
SD | 3 | 3 | 3 | 3 | 0.07 | 0.06 | 0.06 |
Note: SD, standard deviation.