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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