Table 1.
Method | R2 | MAE (years) | Features selected |
---|---|---|---|
Ridge regression | 0.77 | 0.54 | 485 |
LASSO | 0.51 | 0.69 | 28 |
Elastic net | 0.50 | 0.71 | 30 |
GASE-FAS | 0.80 | 0.43 | 27 |
GASE-Best | 0.83 | 0.41 | 32 |
GASE-Mean | 0.80 ± 0.01 | 0.44 ± 0.25 | 33.44 ± 3.59 |
Method | R2 | MAE (years) | Features selected |
---|---|---|---|
Ridge regression | 0.77 | 0.54 | 485 |
LASSO | 0.51 | 0.69 | 28 |
Elastic net | 0.50 | 0.71 | 30 |
GASE-FAS | 0.80 | 0.43 | 27 |
GASE-Best | 0.83 | 0.41 | 32 |
GASE-Mean | 0.80 ± 0.01 | 0.44 ± 0.25 | 33.44 ± 3.59 |