Fig. 11
From: A hybrid ARIMA-BP approach for superior accuracy in predicting traffic accident losses
Comparison of the prediction effects of different models in traffic accidents from 2016–2020. The predicted results of the ARIMA-BP model align most closely with the actual outcomes, while the ARIMA model exhibits a noticeable linear trend in its predictions, and the BP model’s forecasted results display higher volatility.
