Table 3 Values obtained by the models analyzed here
From: Forecasting the carsharing service demand using uni and multivariable models
| Â | Â | Uni LSTM | Multi LSTM | Prophet |
|---|---|---|---|---|
Metric | Dataset | Â | Â | Â |
MAE | Evo | 183.338071 | 170.226942 | 193.025442 |
| Â | Modo | 17.152931 | 16.968548 | 6.987489 |
| Â | Car2Go | 61.127329 | 32.718110 | 35.915285 |
RMSE | Evo | 249.017479 | 243.963300 | 215.351670 |
| Â | Modo | 27.809029 | 27.505195 | 9.255800 |
| Â | Car2Go | 74.831262 | 45.254456 | 46.163827 |
MEAN | Evo | 434.421569 | 434.421569 | 539.368923 |
| Â | Modo | 40.275194 | 40.275194 | 33.113844 |
| Â | Car2Go | 166.947115 | 166.947115 | 176.974592 |
STD | Evo | 151.366257 | 151.366257 | 119.086183 |
| Â | Modo | 27.649906 | 27.649906 | 23.471948 |
| Â | Car2Go | 93.852766 | 93.852766 | 101.982915 |