Table 10.

Comparison of collaborative Parkinson's detection with other PDS through additional performance measures.

Performance measures	Avuçlu and Elen [18]	Bourouhou et al. [19]	Proposed collaborative PDS
Number of vocal features selected	22	26	7
Balanced detection accuracy	0.699	0.650	0.729
Sensitivity	0.949	0.700	0.817
Specificity	0.448	0.600	0.641
Precision	0.639	0.636	0.926
False negative rate	0.051	0.300	0.183
False positive rate	0.552	0.400	0.359