Skip to main content
Journal of Infrastructure Preservation and Resilience

Table 9 Comparison between SVR with varying train set proportions and Ranndom Forest for shear forces

From: Advancing infrastructure resilience: machine learning-based prediction of bridges’ rating factors under autonomous truck platoons

 

SVR

 

Percentage of data for train

60%

70%

80%

90%

100%

Random Forest

MAE

11.76

11.6

11.46

11.33

11.21

0.36

RMSE

16.42

16.25

16.11

15.98

15.85

0.49

r

0.927

0.92

0.93

0.93

0.93

0.999

Back to article page