Table 8 Comparison between SVR with varying train set proportions and Ranndom Forest for negative bending moments
SVR | ||||||
|---|---|---|---|---|---|---|
Percentage of data for train | 60% | 70% | 80% | 90% | 100% | Random forest |
MAE | 578.64 | 571.3 | 565.5 | 560.43 | 555.8 | 17.63 |
RMSE | 932.3 | 921.2 | 912.5 | 905.2 | 898.81 | 22.76 |
r | 0.875 | 0.87 | 0.87 | 0.87 | 0.88 | 0.999 |