Skip to main content
. 2025 Sep 19;11:e3195. doi: 10.7717/peerj-cs.3195

Table 13. Performance comparison of ARIMA, LSTM, and hybrid models for recovery cases.

Model comparison summary
Metric ARIMA LSTM Hybrid ARIMA-LSTM
MSE 3,974,437.15 8,280,420.05 3,973,296.51
RMSE 1,993.6 2,877.57 1,993.31
RRMSE 0.2377 0.3635 0.2376
NRMSE 0.0993 0.1394 0.0993
MAE 1,584.16 2,239.65 1,583.28
MAPE (%) 8.07% 11.35% 8.06%
R2 0.2092 –0.8905 0.21