Table 3 Average MSEs obtained by DFRT and DRT on the training and test sets for the real-world problems
From: Building efficient fuzzy regression trees for large scale and high dimensional problems
Problem | DFRT | DRT | ||
|---|---|---|---|---|
Training | Test | Training | Test | |
Window2 | 24.3263 | 24.3978 | 18.1690 | 38.7580 |
Window3 | 24.2976 | 24.3853 | 19.0740 | 40.1722 |
Window4 | 24.2841 | 24.3730 | 16.1898 | 38.1469 |
Window5 | 24.2833 | 24.3732 | 15.9396 | 39.3956 |
Window6 | 24.2834 | 24.3733 | 18.2766 | 39.0074 |
Window7 | 24.2836 | 24.3738 | 17.4737 | 38.5862 |
Window8 | 24.2841 | 24.3742 | 16.2841 | 39.2638 |
Window9 | 24.2807 | 24.3689 | 16.9948 | 40.5738 |