Table 11 Performance of the proposed model.

From: Gait-based Parkinson’s disease diagnosis and severity classification using force sensors and machine learning

Proposed model

Accuracy

MAE

RMSE

Two-stage PD Diagnosis

and severity classification

model using (RFT + ER)

97.5% ± 2.1% (PD detection)

and 96.4% ± 2.3% for

severity assessment

0.065 ± 0.024

0.080 ± 0.06

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