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 | 86 | 0.57 | 0 | 0.57 | 88 |
0.001 | 0.57 | 87 | 0.57 | 9 | 0.56 | 92 |
0.01 | 0.57 | 88 | 0.57 | 9 | 0.52 | 96 |
0.1 | 0.56 | 92 | 0.56 | 9 | 0.26 | 99 |
0.2 | 0.55 | 94 | 0.55 | 25 | 0.16 | 97 |
0.5 | 0.52 | 97 | 0.47 | 45 | 0.08 | 98 |
1 | 0.43 | 99 | 0.23 | 50 | 0.04 | 99 |