Table 15 Performance metrics of the smog rating prediction model.

From: Explainable AI analysis for smog rating prediction

Model

MSE

R-Squared

MAE

EVS

Max Error

RMSE

Work18

–

–

13.2

–

–

20.8

Work20

–

–

7.53

–

–

9.86

Work21

–

–

23.97

–

–

35.82

Work28

–

–

14.6344

–

–

24.22874

Work29

5.5

0.73

1.73

  

2.35

Proposed work (RF using SMOTE)

0.2269

0.9624

0.2104

0.9625

4.3500

0.4763

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