Research Article
Neural Network-Based Train Identification in Railway Switches and Crossings Using Accelerometer Data
Table 5
Setup of evaluated use case scenarios.
| | Scenario | Location | Bootstrapping (no. of repeats) | No. of classes | Dataset size | Training size | Testing size |
| | A | Location 1 | Yes (30) | 7 | 216 | 152 | 64 | | B | Location 2 | Yes (30) | 5 | 216 | 164 | 52 | | C | Location 1 and 2—mixed | Yes (30) | 5 | 376 | 308 | 68 | | D | Location 2 (training), Location 1 (testing) | No | 5 | 376 | 216 | 160 |
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