Model Performance | |||||
# | Complexity | split | relative error | CV error | CV S.D. |
1 | 0.389 | 0 | 1 | 1.004 | 0.063 |
2 | 0.07 | 1 | 0.611 | 0.616 | 0.042 |
3 | 0.051 | 2 | 0.541 | 0.587 | 0.039 |
4 | 0.038 | 3 | 0.49 | 0.552 | 0.037 |
5 | 0.036 | 4 | 0.452 | 0.522 | 0.035 |
6 | 0.023 | 5 | 0.416 | 0.478 | 0.032 |
7 | 0.021 | 6 | 0.392 | 0.452 | 0.028 |
8 | 0.016 | 8 | 0.351 | 0.435 | 0.028 |
9 | 0.013 | 9 | 0.335 | 0.415 | 0.028 |
10 | 0.012 | 11 | 0.308 | 0.407 | 0.027 |
11 | 0.011 | 12 | 0.296 | 0.393 | 0.027 |