Table 7 Comparison between SVR with varying train set proportions and Ranndom Forest for positive bending moments
SVR | ||||||
|---|---|---|---|---|---|---|
Percentage of data for train | 60% | 70% | 80% | 90% | 100% | Random Forest |
MAE | 426.21 | 419.8 | 414.06 | 409.08 | 404.86 | 18.69 |
RMSE | 722.15 | 711.4 | 700.94 | 692.75 | 686.39 | 25.15 |
r | 0.943 | 0.94 | 0.94 | 0.94 | 0.94 | 0.999 |