Table 2.
Classification with different feature selection methods.
Methods | Number of selected features | ACC (%) | SEN (%) | SPE (%) |
---|---|---|---|---|
t-test | 153 | 78.62 | 80.28 | 77.03 |
Lasso | 123 | 83.45 | 88.73 | 78.38 |
GLasso | 225 | 86.21 | 85.92 | 86.49 |
ENet | 64 | 85.52 | 84.51 | 86.19 |
SGLasso | 55 | 93.10 | 92.96 | 93.24 |