Table 2 Accuracy, precision, recall for classification of individuals with PD and control populations for overall assessments and subfunctional neurocognitive areas.
From: Classification of Parkinson’s disease and its stages using machine learning
Assessment/function | Accuracy | Precision | Recall |
|---|---|---|---|
General questionnaire | 0.9024 | 0.925 | 0.9737 |
PDQ-39 | 1.0 | 1.0 | 1.0 |
Tablet-based assessment | 0.9259 | 1.0 | 0.9130 |
Motor | 0.8158 | 0.8824 | 0.9091 |
Memory | 0.7632 | 0.8529 | 0.8788 |
Speech | 0.9091 | 0.9474 | 0.9474 |
Executive function | 0.9545 | 1.0 | 0.9474 |
Multifunctional | 0.9630 | 1.0 | 0.9565 |