| Breast | Wine | Ionosphere |
PCA | 95.02 ± 1.20 | 95.45 ± 1.07 | 87.89 ± 1.17 |
LDA | 95.42 ± 0.96 | 98.18 ± 2.02 | 88.63 ± 2.66 |
DCA | 94.59 ± 1.33 | 96.93 ± 1.32 | 88.57 ± 3.06 |
MDL | 95.39 ± 0.67 | 98.52 ± 1.32 | 89.37 ± 3.06 |
LMNN | 94.56 ± 1.01 | 97.05 ± 1.71 | 88.57 ± 2.88 |
RLDA | 93.58 ± 1.19 | 88.75 ± 2.36 | 89.77 ± 2.02 |
MCML | 95.87 ± 0.92 | 97.95 ± 1.17 | 86.52 ± 2.93 |
NCA | 94.93 ± 0.83 | 96.93 ± 1.61 | 88.12 ± 1.92 |
AML | 95.70 ± 0.75 | 98.98 ± 0.98 | 91.37 ± 1.23 |
KAML | 96.27 ± 0.67 | 95.23 ± 0.74 | 92.34 ± 1.29 |