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Table 5 Comparison of MARS, B-MARS and MLR model

From: Multivariate adaptive regression splines models for vehicular emission prediction

Model

RMSE

MSE

R 2

MARS-OBS

0.00016

2.565×10−8

0.87

MARS-DYN

0.00022

4.642×10−8

0.77

B-MARS-OBS

0.00011

1.236×10−8

0.93

B-MARS-DYN

0.00014

1.905×10−8

0.89

MLR-OBS

0.00046

2.571×10−8

0.51

MLR-DYN

0.00048

3.124×10−8

0.50