Table 1.
Metrics | 0.01ppm | 0.02ppm | 0.03ppm | 0.04ppm | |
---|---|---|---|---|---|
Accuracy | 0.999 (0.002) | 0.998 (0.003) | 0.997 (0.005) | 0.995 (0.006) | |
Proposed method | Sensitivity | 0.980 (0.119) | 0.990 (0.081) | 0.978 (0.116) | 0.950 (0.208) |
Specificity | 0.999 (0.002) | 0.998 (0.003) | 0.997 (0.004) | 0.996 (0.005) | |
Accuracy | 0.988 (0.029) | 0.973 (0.040) | 0.956 (0.062) | 0.949 (0.065) | |
Lasso | Sensitivity | 0.748 (0.328) | 0.758 (0.263) | 0.760 (0.209) | 0.697 (0.270) |
Specificity | 0.991 (0.030) | 0.976 (0.041) | 0.960 (0.063) | 0.954 (0.067) | |
Accuracy | 0.941 (0.089) | 0.936 (0.064) | 0.923 (0.061) | 0.898 (0.090) | |
Elastic net | Sensitivity | 0.992 (0.052) | 0.915 (0.146) | 0.843 (0.167) | 0.827 (0.167) |
Specificity | 0.940 (0.091) | 0.936 (0.063) | 0.924 (0.062) | 0.899 (0.092) | |
Adaptive Lasso | Accuracy | 0.984 (0.043) | 0.964 (0.056) | 0.956 (0.059) | 0.945 (0.069) |
Sensitivity | 0.812 (0.242) | 0.793 (0.210) | 0.765 (0.188) | 0.757 (0.188) | |
Specificity | 0.986 (0.044) | 0.967 (0.057) | 0.959 (0.061) | 0.947 (0.070) |