Capturing the Characteristics of Car-Sharing Users: Data-Driven Analysis and Prediction Based on Classification

Table 7

Prediction accuracy of various users under the optimal model.

	Optimal model (%)	Lost users (%)	Early loyal users (%)	Late loyal users (%)	Motivated users (%)
Training set	90.87	98.31	90.40	85.70	86.86
Test set	91.61	97.93	91.82	87.01	87.94