K value | Validation method | Classification accuracy (%) | Validation method | Classification accuracy (%) |
---|---|---|---|---|
1 | Conventional validation | 97.53 ± 0.29 | Ten-fold-cross validation | 98.26 ± 0.32 |
2 | 97.62 ± 0.58 | 97.11 ± 0.75 | ||
3 | 97.56 ± 1.25 | 97.52 ± 0.97 | ||
4 | 96. 23 ± 1.36 | 97.67 ± 0.46 | ||
5 | 96.92 ± 2.54 | 97.53 ± 0.48 | ||
6 | 95.25 ± 1.27 | 97.82 ± 0.62 | ||
7 | 95.51 ± 1.58 | 96.65 ± 0.96 | ||
8 | 95.88 ± 1.69 | 96.41 ± 1.19 | ||
9 | 95.88 ± 0.58 | 96.65 ± 1.36 | ||
10 | 95.14 ± 1.69 | 96.25 ± 0.85 |