An Efficient Rotation Forest-Based Ensemble Approach for Predicting Severity of Parkinson’s Disease

Table 5

Performance comparison of methods for Motor UPDRS rate.

Algorithm	Accuracy	Precision	Recall	F-measure
J48	65.62	0.655	0.656	0.655
Random Tree	65.53	0.658	0.655	0.656
Naive Bayes	49.53	0.553	0.495	0.419
KNN	69.79	0.698	0.698	0.698
MLP	66.98	0.677	0.670	0.670
RBF	61.87	0.617	0.619	0.616
Proposed model	79.49	0.797	0.795	0.794