Table 1.
Classification results (i.e., ACC, SEN, and SPE) (%) and regression results (i.e., CC and RMSE) of all methods on Data 1. The values in the parentheses indicate the standard deviation.
| Methods | ACC | SEN | SPE | CC | RMSE |
|---|---|---|---|---|---|
| Baseline | 77.54(3.57) | 72.06(5.50) | 83.02(5.40) | 0.612(0.090) | 12.76(5.69) |
| Log-Least | 84.75(2.79) | 83.01(3.02) | 86.49(2.58) | 0.651(0.042) | 8.61(5.60) |
| M3T | 80.11(3.30) | 82.47(3.23) | 77.75(4.15) | 0.636(0.026) | 10.58(7.70) |
| MvCCDA | 78.53(4.89) | 76.01(4.53) | 81.05(4.07) | 0.624(0.094) | 11.83(7.17) |
| CPM-Nets | 85.50(3.21) | 82.01(3.60) | 88.99(2.88) | 0.671(0.048) | 6.90(4.45) |
| MVF | 87.70(3.39) | 88.69(2.82) | 86.71(2.89) | 0.683(0.059) | 5.75(3.32) |
| Proposed | 89.47(3.32) | 87.50(4.14) | 91.44(2.83) | 0.715(0.024) | 3.72(2.51) |