Table 2.
Case | method | TP | FP | TM | MSE |
---|---|---|---|---|---|
2a | Oracle | 30.00 | 0.00 | 1.00 | 0.223 |
Lasso | 30.00 | 143.14 | 0.00 | 3.365 | |
ALasso | 29.98 | 7.50 | 0.00 | 0.393 | |
HLasso | 29.97 | 1.09 | 0.74 | 0.312 | |
SCAD | 29.98 | 46.15 | 0.00 | 2.495 | |
MCP (a = 3) | 29.83 | 0.50 | 0.92 | 0.807 | |
New | 29.99 | 0.20 | 0.89 | 0.247 | |
| |||||
2b | Oracle | 30.00 | 0.00 | 1.00 | 0.137 |
Lasso | 30.00 | 133.65 | 0.00 | 1.089 | |
ALasso | 30.00 | 1.32 | 0.29 | 0.165 | |
HLasso | 30.00 | 0.00 | 1.00 | 0.137 | |
SCAD | 30.00 | 21.83 | 0.00 | 0.599 | |
MCP (a = 3) | 30.00 | 0.08 | 0.92 | 0.137 | |
New | 30.00 | 0.00 | 0.99 | 0.135 |