Table 3.
Comparison of classification results (ACC, SEN, and SPE) (%) and regression results (CC and RMSE) of all methods on the COVID-19 data set. The values in the parentheses indicate the standard deviation.
Methods | ACC | SEN | SPE | CC | RMSE |
---|---|---|---|---|---|
Baseline | 77.51(3.56) | 69.63(4.73) | 79.61(4.38) | 0.374(0.042) | 12.63(5.25) |
Log-Least | 85.69(2.19) | 76.97(3.34) | 88.02(1.43) | 0.462(0.056) | 7.35(1.09) |
M3T | 83.48(4.11) | 76.53(3.56) | 85.34(4.88) | 0.453(0.017) | 8.69(3.61) |
MvCCDA | 82.38(4.92) | 74.75(3.43) | 84.42(4.76) | 0.384(0.038) | 11.52(4.54) |
CPM-Nets | 82.71(3.65) | 78.44(3.06) | 83.85(2.85) | 0.479(0.033) | 6.58(8.52) |
MVF | 84.13(2.74) | 80.71(2.50) | 85.04(2.80) | 0.508(0.020) | 4.79(2.64) |
Proposed | 92.57(3.55) | 91.44(3.33) | 94.72(3.62) | 0.541(0.033) | 3.56(2.59) |