Research Article
Detecting Invalid Associations between Fare Machines and Metro Stations Using Smart Card Data
Table 3
Model performance in rematching invalid associated fare machines.
| | | Invalid association ratio (%) | | 5 | 10 | 15 | 20 | 25 | 30 | 35 | 40 |
| | Top-1 | 76.4 | 77.8 | 77.1 | 78.9 | 75.7 | 74.1 | 70.9 | 69.1 | | Top-2 | 86.8 | 87.1 | 87.2 | 88.5 | 87.4 | 85.1 | 82.1 | 81.4 | | Top-3 | 90.8 | 91.1 | 91.7 | 91.8 | 91.7 | 89.9 | 88.3 | 87.7 | | Top-4 | 93.1 | 93.4 | 94.4 | 93.6 | 93.9 | 92.5 | 90.9 | 91.0 | | Top-5 | 94.1 | 95.0 | 95.9 | 95.3 | 95.1 | 94.1 | 92.9 | 93.3 |
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