Table 1 Machine learning results for each group tandem based on the P-RSF metric.
Accuracy | Sensitivity | Specificity | F-score | |
|---|---|---|---|---|
All PD patients vs. all HCs | ||||
Action text | 72.5 | 80.0 | 65.0 | 72.2 |
Non-action text | 58.8 | 57.5 | 60.0 | 57.7 |
PD-nMCI patients vs. HCs | ||||
Action text | 85.0 | 96.7 | 73.3 | 84.2 |
Non-action text | 48.3 | 41.6 | 55.0 | 41.8 |
PD-MCI patients vs. HCs | ||||
Action text | 82.5 | 95.0 | 70.0 | 78.7 |
Non-action text | 72.5 | 75.0 | 70.0 | 66.7 |
PD-nMCI vs. PD-MCI patients | ||||
Action text | 69.5 | 75.0 | 65.0 | 67.6 |
Non-action text | 61.5 | 60.0 | 63.3 | 58.7 |
