Journal of Internet Services and Applications

Table 7 Summary for the carsharing demand prediction in the long-term (one week)

From: Forecasting the carsharing service demand using uni and multivariable models

	MAE	RMSE	MEAN	STD
Prophet	31.158301	40.309776	164.575212	94.899747
LSTM	40.232423	52.256360	156.020799	90.698742
SARIMA	44.108337	59.216509	136.845372	13.360609
Catboost	44.906164	59.831549	154.427596	89.016378
XGBoost	45.822976	61.749803	148.905914	86.049995
LightGBM	50.879445	69.052369	143.345790	84.880683
ARIMA	86.378079	105.126036	136.845372	13.360609

The best MAE and RMSE values are highlighted in boldface

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