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Table 3 Statistical indices for the developed hybrid model in acute coronary event (ACE) forecasting

From: A continuous data driven translational model to evaluate effectiveness of population-level health interventions: case study, smoking ban in public places on hospital admissions for acute coronary events

Model

 

R%

SI%

MAPE%

RMSRE%

ρ%

ARMA–GS-GMDH

Train

88.97

3.64

2.84

3.59

1.9

Test

91.03

2.52

2.13

2.47

1.29

ARIMA–GS-GMDH

Train

84.93

3.91

2.94

3.97

2.15

Test

91.91

2.86

2.46

2.99

1.56

  1. R correlation coefficient, SI scatter index, MAPE mean absolute percentage error, RSMRE root mean square relative error
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Journal of Translational Medicine

ISSN: 1479-5876

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