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Table 4 Comparison of the fitting and forecasting accuracy of the three models

From: Time series analysis of human brucellosis in mainland China by using Elman and Jordan recurrent neural networks

performance index Training set   Test set
ARIMA Elman Jordan   ARIMA Elman Jordan
RMSE 405.746 297.181 361.283   1050.018 684.450 561.442
MAE 294.190 231.061 287.370   873.840 502.926 374.737
MAPE 0.112 0.115 0.113   0.236 0.156 0.113