| 数据集 | 算法 | 20 | 40 | 60 |
| 1 | Inv-Cal | 64.87 ± 1.60 | 60.42 ± 1.04 | 56.31 ± 2.00 |
| Alter-SVM | 62.53 ± 1.31 | 60.13 ± 1.20 | 60.72 ± 1.45 | |
| p-NPSVM | 66.72 ± 0.47 | 63.23 ± 0.96 | 60.02 ± 1.52 | |
| LPI-TL | 70.97 ± 0.37 | 68.60 ± 0.75 | 65.87 ± 1.22 | |
| 2 | Inv-Cal | 71.47 ± 0.70 | 68.37 ± 1.26 | 63.62 ± 1.06 |
| Alter-SVM | 70.03 ± 0.95 | 66.47 ± 0.97 | 63.03 ± 0.98 | |
| p-NPSVM | 71.30 ± 1.02 | 65.50 ± 1.11 | 65.31 ± 1.00 | |
| LPI-TL | 72.65 ± 0.41 | 72.57 ± 0.95 | 69.79 ± 0.82 | |
| 3 | Inv-Cal | 62.23 ± 0.73 | 59.52 ± 2.31 | 55.91 ± 1.79 |
| Alter-SVM | 60.52 ± 1.28 | 58.68 ± 1.45 | 56.76 ± 1.21 | |
| p-NPSVM | 63.22 ± 1.52 | 62.07 ± 1.35 | 57.82 ± 0.48 | |
| LPI-TL | 63.00 ± 0.73 | 64.32 ± 1.02 | 63.02 ± 0.75 | |
| 4 | Inv-Cal | 60.81 ± 1.47 | 62.02 ± 1.72 | 59.91 ± 1.79 |
| Alter-SVM | 64.07 ± 1.08 | 62.59 ± 0.93 | 60.06 ± 1.41 | |
| p-NPSVM | 61.19 ± 1.11 | 58.65 ± 1.03 | 56.02 ± 0.88 | |
| LPI-TL | 64.25 ± 0.92 | 62.03 ± 0.87 | 59.82 ± 0.75 | |
| 5 | Inv-Cal | 65.28 ± 1.32 | 63.56 ± 0.52 | 62.24 ± 1.24 |
| Alter-SVM | 70.32 ± 0.96 | 65.27 ± 0.76 | 65.21 ± 0.91 | |
| p-NPSVM | 68.02 ± 1.23 | 65.42 ± 1.04 | 66.13 ± 1.08 | |
| LPI-TL | 75.33 ± 0.62 | 73.56 ± 0.52 | 70.82 ± 0.53 |