Group Lasso Regularization on Simulated datasets n=500, m=500
0.0127Median Runtime (s)GLDROT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GLDROTGroup Lasso Regularization (GL)=5e-22023.05 | 0.0127 | 0.0089 | 0.0351 | 0.672 | 0.321 | 2.87 | |
| GLDROTGroup Lasso Regularization (GL)=5e-42023.05 | 0.0553 | 0.0354 | 0.106 | 0.0801 | 0.0357 | 0.319 | |
| GLDROTGroup Lasso Regularization (GL)=1e-62023.05 | 0.0924 | 0.0519 | 0.16 | 0.0618 | 0.028 | 0.309 | |
| GLSKEntropy Regularization (Ent)=1., Group Lasso Regularization (GL)=5e-42023.05 | 1.02 | 0.512 | 1.03 | 45.3 | 9.74 | 212 | |
| GLSKEntropy Regularization (Ent)=1., Group Lasso Regularization (GL)=1e-62023.05 | 1.03 | 0.517 | 1.04 | 45.3 | 9.74 | 212 | |
| GLSKEntropy Regularization (Ent)=1., Group Lasso Regularization (GL)=5e-22023.05 | 1.03 | 0.514 | 1.03 | 45.3 | 9.74 | 212 | |
| GLSKEntropy Regularization (Ent)=1e-1, Group Lasso Regularization (GL)=1e-62023.05 | 1.04 | 1.04 | 1.06 | 7.83 | 3.27 | 30.6 | |
| GLSKEntropy Regularization (Ent)=1e-1, Group Lasso Regularization (GL)=5e-42023.05 | 1.05 | 1.05 | 1.07 | 7.83 | 3.27 | 30.6 | |
| GLSKEntropy Regularization (Ent)=1e-1, Group Lasso Regularization (GL)=5e-22023.05 | 1.05 | 1.04 | 1.06 | 7.83 | 3.27 | 30.6 | |
| GLSKEntropy Regularization (Ent)=1e-2, Group Lasso Regularization (GL)=5e-42023.05 | 1.18 | 1.07 | 2.61 | 1.22 | 0.668 | 5.48 | |
| GLSKEntropy Regularization (Ent)=1e-2, Group Lasso Regularization (GL)=5e-22023.05 | 1.2 | 1.08 | 2.63 | 1.22 | 0.668 | 5.57 | |
| GLSKEntropy Regularization (Ent)=1e-2, Group Lasso Regularization (GL)=1e-62023.05 | 1.21 | 1.09 | 2.63 | 1.22 | 0.668 | 5.48 | |
| GLSKEntropy Regularization (Ent)=1e-3, Group Lasso Regularization (GL)=5e-42023.05 | 1.23 | 1.22 | 2.93 | 0.351 | 0.0841 | 4.96 | |
| GLSKEntropy Regularization (Ent)=1e-3, Group Lasso Regularization (GL)=1e-62023.05 | 1.26 | 1.24 | 2.98 | 0.35 | 0.084 | 4.96 | |
| GLSKEntropy Regularization (Ent)=1e-3, Group Lasso Regularization (GL)=5e-22023.05 | 1.35 | 1.23 | 3.57 | 0.377 | 0.092 | 4.96 |