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Table 2 Error metrics for each chosen model, on the training and test datasets for Bizkaia

From: Forecasting invasive mosquito abundance in the Basque Country, Spain using machine learning techniques

Model

MAE train

MAE test

RMSE train

RMSE test

\(R^{2}\) train

\(R^{2}\) test

RF

1.16

57.28

2.84

97.54

0.98

0.15

SARIMAX

2.34

30.23

4.43

47.83

0.95

0.80

GLM

3.31

27.43

5.94

46.43

0.90

0.81

CT

3.97

64.68

8.28

109.37

0.81

\(-\)0.07

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Parasites & Vectors

ISSN: 1756-3305

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