Alighting Stop Determination of Unlinked Trips Based on a Two-Layer Stacking Framework

Table 12

Results of alighting stop determination of unlinked trips in different methods.

Method	Records identified with alighting stops	Identification rate (%)	Records identified with alighting stops correctly	Accuracy (%)
Two-step algorithms with KNN [8]	1248083	100.00	124808	10.00
Two-step algorithms with decision tree [8]	1248083	100.00	160379	12.85
Two-step algorithms with random forest [8]	1248083	100.00	202689	16.24
Step-by-step method of Li [28]	1247536	99.96	623876	50.01
Two-layer stacking framework method	1248083	100.00	647538	51.88