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Table 3 Prediction performance using different sampling factors on site data of Luohe University

From: Improving air pollutant prediction in Henan Province, China, by enhancing the concentration prediction accuracy using autocorrelation errors and an Informer deep learning model

Factor

MAE

RMSE

Factor

MAE

RMSE

1

5.63

9.52

6

5.60

9.05

2

5.66

9.56

7

5.56

9.46

3

5.60

9.52

8

5.56

9.47

4

5.57

9.49

9

5.59

9.49