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. 2024 Sep 10;10(18):e37608. doi: 10.1016/j.heliyon.2024.e37608

Table 7.

Error metrics for the Random Forest algorithm. The forecasting error for arrivals is slightly lower than for departures. There is a prediction error for arrivals and departures of around 4 bikes. The percentage error is around 30%.

Metric Arrivals Departures
RMSE 4.10 4.27
nRMSE 0.34 0.35
RMSLE 0.40 0.43