Table 1. Regression fitting schedule Time (s).
| Regression method | Time/cor=0.2 | Time/cor=0.4 | Time/cor=0.6 | Time/cor=0.8 | Time/ cor=0.98 |
|---|---|---|---|---|---|
| Elastic-Net | 1.9883 | 2.3013 | 2.2543 | 2.3370 | 2.3300 |
| Lasso | 1.8800 | 2.0140 | 1.9773 | 1.9900 | 2.1473 |
| SCAD | 2.2453 | 2.6367 | 4.1060 | 4.5927 | 12.4660 |
| Adaptive-Lasso | 2.0137 | 1.8079 | 1.9650 | 1.9113 | 1.8607 |
Notes.
Computer processor: Intel(R) Core(TM) i7-10710U CPU 1.10 GHz 1.61 GHz.