Table 3.
sslasso (s1 = 0.5) |
lasso |
|||
---|---|---|---|---|
Average number | MAE | Average number | MAE | |
Scenario 1, s0 = sλ | 18.68 | 1.285(0.402) | 20.10 | 1.348(0.378) |
Scenario 2, s0 = sλ − 0.02 | 7.82 | 0.605(0.319) | 20.52 | 1.531(0.308) |
Scenario 3, s0 = sλ − 0.03 | 6.92 | 0.458(0.253) | 23.58 | 1.618(0.340) |
Scenario 4, s0 = sλ + 0.01 | 35.08 | 1.708(0.432) | 16.34 | 1.374(0.257) |
Scenario 5, s0 = sλ − 0.02 | 5.42 | 0.422(0.252) | 24.68 | 1.480(0.284) |
Scenario 6, s0 = sλ − 0.02 | 8.22 | 0.457(0.316) | 37.36 | 2.183(0.404) |