From: A flexible framework for sparse simultaneous component based data integration
 | Lasso | GroupLasso | ElitistLasso | |||
---|---|---|---|---|---|---|
f | Fit | % zeros | Fit | % zeros | Fit | % zeros |
0 | 0.57 | 0 | 0.57 | 0 | 0.57 | 0 |
0.0001 | 0.57 | 0 | 0.57 | 0 | 0.57 | 0 |
0.001 | 0.57 | 0 | 0.57 | 0 | 0.57 | 4 |
0.01 | 0.57 | 0 | 0.57 | 0 | 0.54 | 19 |
0.1 | 0.57 | 7 | 0.57 | 0 | 0.36 | 37 |
0.2 | 0.56 | 10 | 0.56 | 0 | 0.28 | 41 |
0.5 | 0.53 | 20 | 0.54 | 0 | 0.17 | 47 |
1 | 0.46 | 28 | 0.46 | 0 | 0.10 | 47 |