Research Article
An ELM-Based Approach for Estimating Train Dwell Time in Urban Rail Traffic
Table 3
Comparison of performance of ELM, BP, and SVM on PPD data set.
| Algorithms | āNumber of nodes/SVs | Time (s) | RMSE | Training | Testing | Training | Testing |
| ELM | 25 | 0.0057 | 0.0075 | 0.0987 | 0.1015 | LMBP | 10 | 0.1167 | 0.0029 | 0.1077 | 0.1102 | SVM | 42.32 | 0.0764 | 0.0828 | 0.0972 | 0.1023 |
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