Exploring Transit Use during COVID-19 Based on XGB and SHAP Using Smart Card Data

Table 4

Results of multinomial logit model.

Variable	Constant	Variable			F1 score
		Number of O-D trips	Number of transfers	Arrive time (minutes)
Given-up	—	−0.0019	−0.1518	−0.0299	0.785
Subway	1.095	−0.0019	−0.1518	−0.0299	0.717
Bus	0.434	−0.0019	−0.1518	−0.0299	0.702
Both modes (bus + subway)	0.673	−0.0019	−0.1518	−0.0299	0.668
Total	—	—	—	—	0.706

Pseudo R²: 0.48: represent ; represent .