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