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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