Table 5 Comparison of prediction errors of different numbers of indicators.
From: Risk assessment of bridge construction investigated using random forest algorithm
Model | Performance index | |
---|---|---|
MSE | R2 | |
Random forest (26 indicators) | 0.0015 | 0.8935 |
Random forest (14 indicators) | 0.0013 | 0.9097 |