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Summary of the performances of the methods we investigated in our course of research.
| Method | Data Samples (Train/Test) | Training Performance | Test Performance |
|---|---|---|---|
| MLP | 100,000/100,000 | 93.7% | 98.7% |
| SVM | 160,000/160,000 | N/A | 99.8% |
| Two-stage MLP | 160,000/160,000/160,000 | 97% | 77% |
| CNN | 266,000/114,000 | 94.5% | 98.5% |
| LSTM | 480/120 | 100% | 100% |
