数据集 | NMIJMI | mRMR | CMIM | JMI | NMIFS | MRI | JMIM |
vehicle | 72.11 ± 3.02 | 68.91 ± 2.78a | 68.21 ± 3.67a | 61.82 ± 4.71a | 61.46 ± 4.63a | 68.55 ± 3.99a | 63.72 ± 3.69a |
WDBC | 96.83 ± 2.07 | 93.85 ± 2.86a | 95.26 ± 3.14a | 96.3 ± 1.85 | 87.33 ± 3.56a | 95.43 ± 2.26a | 93.85 ± 3.86a |
sonar | 72.12 ± 9.93 | 56.67 ± 17.19a | 69.24 ± 11.86a | 70.26 ± 15.17a | 53.29 ± 12.62a | 59.57 ± 12.20a | 72.07 ± 13.53 |
movement-libras | 77.22 ± 12.90 | 70.28 ± 13.61a | 74.45 ± 3.33a | 76.71 ± 2.45 | 86.56 ± 2.13b | 71.11 ± 16.44a | 70.56 ± 14.81a |
semeion | 87.2 ± 3.44 | 73.63 ± 3.25a | 72.75 ± 6.37a | 84.5 ± 5.45a | 83.5 ± 5.72a | 77.33 ± 2.62a | 60.45 ± 2.78a |
isolet | 89.58 ± 2.18 | 71.99 ± 2.40a | 72.22 ± 13.15a | 76.94 ± 12.55a | 70.56 ± 13.56a | 75.8 ± 2.51a | 53.16 ± 2.55a |
CNAE9 | 84.35 ± 3.60 | 81.2 ± 2.69a | 81.3 ± 4.10a | 82.59 ± 3.53a | 83.33 ± 3.77 | 83.33 ± 3.07a | 66.94 ± 3.29a |
COIL20 | 94.17 ± 3.19 | 83.47 ± 6.34a | 82.57 ± 8.21a | 90.42 ± 6.78a | 86.32 ± 6.00a | 86.32 ± 5.12a | 82.15 ± 6.65a |
faces | 62.32 ± 3.01 | 27.97 ± 2.39a | 46.37 ± 2.95a | 61.94 ± 3.92 | 29.15 ± 3.37a | 22.86 ± 3.45a | 38.95 ± 2.43a |
ORL | 90.25 ± 3.60 | 73.5 ± 8.08a | 72.75 ± 6.37a | 84.5 ± 5.45a | 83.5 ± 5.72a | 63.5 ± 6.34a | 58.25 ± 7.25a |
DLBCL | 100 ± 0.00 | 79.11 ± 9.21a | 96.07 ± 8.21a | 88.57 ± 15.28a | 73.75 ± 15.59a | 80.54 ± 9.02a | 88.39 ± 12.25a |
W/T/L | 11/0/0 | 11/0/0 | 8/3/0 | 9/1/1 | 11/0/0 | 10/1/0 |