Table 2.
Model performance with Simulation Data and Different Parameter Values
|wi|s (λ*, p*) | Av. # of Vars | Exactly-match | Overfitting | Underfitting |
---|---|---|---|---|
1 (0.01, 0.6) | 12.61 | 75% | 21% | 4% |
0.2 (0.002, 0.6) | 11.52 | 54% | 3% | 43% |
0.1 (0.001, 0.6) | 11.43 | 52% | 2% | 46% |