Fig. 7: Local interpretability of arrival time prediction.
From: Estimating emissions reductions with carpooling and vehicle dispatching in ridesourcing mobility
Local interpretability calculates the SHAP values of each feature for three typical samples. The red color indicates characteristics that lead to higher predicted values, while the blue color signifies characteristics that result in lower predicted values. Different samples exhibit varying impacts of different features, leading to divergent predicted results. a Local interpretability of long-distance ride-hailing trips, b Local interpretability of medium-distance ride-hailing trips, c Local interpretability of short-distance ride-hailing trips.
