Taxi Demand Prediction Based on a Combination Forecasting Model in Hotspots

Table 4

Random forest parameters in the Xi’anbei Railway Station area.

Parameter	Accuracy before adjustment	Accuracy after adjustment	Value	Increase in accuracy
n_estimators	0.857206	0.858649	80	0.001443
max_features	0.858649	0.884258	4	0.025609
max_depth	0.884258	0.884258	Default	0
min_samples_leaf	0.884258	0.8842589	Default	0