Table 9.

Comparison of collaborative Parkinson's detection with other PDS through detection accuracy.

Parkinson's detection methods	Detector	Features	Accuracy (%)
Avuçlu and Elen [18]	Naïve Bayes	22	70.26
Bourouhou et al. [19]	Naïve Bayes	26	65.00
Zhang et al. [20]	Naïve Bayes	22	69.24
Meghraoui et al. [21]	Bernoulli Naïve Bayes	3	62.50
Kadiri et al. [22]	Support Vector Machine	—	73.32
Polat and Nour [25]	Linear Regression	45	77.50
Xiong and Lu [26]	Naïve Bayes	8	72.00
Mekyska et al. [28]	Classification and regression trees	8	75.19
Collaborative PD (proposed)	Naïve Bayes	7	78.97