From: Telemonitoring Parkinson’s disease using machine learning by combining tremor and voice analysis
Serial | Feature name | Focusing on | Mean | Variance |
---|---|---|---|---|
1 | Average amplitude | Tremor intensity | 10 | 3 |
2 | Peak variation | Intermittent nature | 13 | 11 |
3 | Consecutive peak change | Intermittent nature | 14 | 9 |
4 | Tremor occurrence percentage | Prevalence | 7 | 8 |
5 | Peak location variation | Consistency | 5 | 6 |
6 | Zero crossing rate | Consistency | 2 | 15 |
7 | Maximum power | Energy content | 4 | 1 |
8 | Frequency at max. power | Energy content | 12 | 16 |