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Best feature subset per classifier and number of times a feature is adopted
| Feature | LDA | QDA | KNN | NB | SVM | NF | CART | PNN | FIS | Occurrences |
|---|---|---|---|---|---|---|---|---|---|---|
| Mean cycle duration | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 |
| Cycle regularity | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
| Cadence | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 3 |
| PSD peak acceleration | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| PSD peak gyroscope | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 9 |
