From: Long-term prediction of Iranian blood product supply using LSTM: a 5-year forecast
FFP | RBC | RBCLR | PLT | PLT-Apheresis | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Classic | LSTM | Classic | LSTM | Classic | LSTM | Classic | LSTM | Classic | LSTM | |
RMSE | 1998.20 | 1984.01 | 1835.20 | 1921.21 | 2419.64 | 2332.64 | 6993.82 | 6112.50 | 210.56 | 271.14 |
MAPE | 0.03 | 0.05 | 0.05 | 0.05 | 0.05 | 0.05 | 0.08 | 0.10 | 0.07 | 0.09 |