Table 3:
Performance of each model by driving conditions.
Group
Condition
Regression analysis
SVM
Deep learning
1
Acc. ≥ 0
0.951
0.971
0.972
2
Acc. < 0 and slip ≥ 0
0.955
0.962
0.924
3
Acc. < 0 and slip < 0
0.927
0.961
0.956
Average
0.944
0.965
0.951