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Table 2 Comparison of forecasts of ELM and TBTAS models in fitting performance and forecasting performance

From: The research on TBATS and ELM models for prediction of human brucellosis cases in mainland China: a time series study

Evaluating indices

Fitting performance

Forecasting performance

ELM

TBTAS

ELM

TBTAS

MAE

337.51

355.85

971.17

1322.92

MSE

2151.85

2241.68

2325.12

2745.05

MAPE(%)

10.60

10.80

17.10

19.10

RMSE

3043.17

3170.21

3288.22

3882.08

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BMC Infectious Diseases

ISSN: 1471-2334

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