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Classification accuracies for 2-stage classification using stepwise feature selection when synchrony features are omitted
| Stage 1 classifier | Stage 2 classifier | Accuracy |
|---|---|---|
| K-nearest neighbors | K-nearest neighbors | 42.2% |
| Linear discriminant | 51.6% | |
| Random forest | 45.3% | |
| Linear discriminant analysis | K-nearest neighbors | 65.6% |
| Linear discriminant | 64.1% | |
| Random forest | 53.1% | |
| Random forest | K-nearest neighbors | 23.4% |
| Linear discriminant | 29.7% | |
| Random forest | 21.8% |
