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