| 最小二乘 | 岭回 | 向前逐步 | 向后逐步 | Lasso回归 |
Intercept | −137.765 | −266.701 | 34.198 | 34.198 | −32.644 |
x1 | −0.017 | 0.184 |
|
| 0.315 |
x2 | 0.091 | 0.038 | 0.083 | 0.083 |
|
x3 | −0.021 | 0.002 |
|
|
|
x4 | 0.004 | 0.003 | 0.002 | 0.002 | 0.002 |
x5 | 0.309 | 0.281 |
|
|
|
x6 | 0.016 | 0.030 |
|
|
|
x7 | 0.137 | 0.022 | 0.151 | 0.151 | 0.092 |
x8 | −2.358 | 0.394 | −2.480 | −2.480 |
|
x9 | 0.055 | 0.206 |
|
| 0.054 |
x10 | −76.335 | 27.305 |
|
|
|
MSE | 570.016 | 118.906 | 554.354 | 554.354 | 110.216 |
RMSE | 23.875 | 10.904 | 23.545 | 23.545 | 10.498 |