Binary Classification on uploaded respiratory sound dataset (test)
91.1AccuracyRandom forest
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random forest2026.06 | 91.1 | 77.42 | 80 | 78.69 | |
| Feature MLP2026.06 | 89.73 | 69.23 | 90 | 78.26 | |
| Gradient boosting2026.06 | 89.73 | 75.86 | 73.33 | 74.58 | |
| Logistic regression2026.06 | 82.88 | 55.1 | 90 | 68.35 | |
| Log-spectrogram CNN2026.06 | 73.29 | 42.11 | 80 | 55.17 |