数据 | 方法 | MSE | 分类正确率 | 敏感性 | 特异性 |
G | lasso | 0.5828 | 0.9445 | 1.00 | 0.8480 |
LAPLR | 0.3284 | 0.9424 | 1.00 | 0.9400 | |
APLR | 0.2380 | 0.9479 | 1.00 | 0.9940 | |
CAPLR | 0.2741 | 0.9444 | 1.00 | 0.9380 | |
T1 | lasso | 0.9292 | 0.9651 | 1.00 | 0.4600 |
LAPLR | 0.6200 | 0.9696 | 1.00 | 0.9360 | |
APLR | 0.8197 | 0.9695 | 1.00 | 0.9307 | |
CAPLR | 0.3544 | 0.9691 | 1.00 | 0.9393 | |
T3 | lasso | 0.4263 | 0.9463 | 1.00 | 0.6707 |
LAPLR | 0.2170 | 0.9465 | 1.00 | 0.8953 | |
APLR | 0.2560 | 0.9476 | 1.00 | 0.8587 | |
CAPLR | 0.2960 | 0.9476 | 1.00 | 0.8507 | |
T10 | lasso | 4.3922 | 0.9240 | 1.00 | 0.2813 |
LAPLR | 3.7008 | 0.9271 | 1.00 | 0.4760 | |
APLR | 3.3473 | 0.9289 | 1.00 | 0.4247 | |
CAPLR | 2.9012 | 0.9324 | 1.00 | 0.5027 |