TABLE 6. LOSO Validation on Testing Database. : Number of Neurons in the First Hidden Layer of NN. : Number of Neurons in the Second Hidden Layer of NN. ACC(%) Percentage of PD Detection Accuracy. Sen.(%): Percentage of Sensitivity.

Hyperparameters			Evaluation Metrics
			ACC(%)	Sen.(%)
5	5	2	42.85	42.85
1	29	2	57.14	57.14
2	20	2	60.71	60.71
29	2	2	57.14	57.14
2	29	2	100.0	100.0
29	29	2	60.71	60.71