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. 2021 Oct 4;59(1):102782. doi: 10.1016/j.ipm.2021.102782

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)