Taxi Demand Prediction Based on a Combination Forecasting Model in Hotspots

Table 5

Random forest parameters in the Bell Tower area.

Parameter	Accuracy before adjustment	Accuracy after adjustment	Value	Increase in accuracy
n_estimators	0.825876	0.836657	16	0.010781
max_features	0.836657	0.839204	28	0.002547
max_depth	0.839204	0.839204	Default	0
min_samples_leaf	0.839204	0.839204	Default	0