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

Table 4

Performance comparison of methods for Total UPDRS rate.

Algorithm	Accuracy	Precision	Recall	F-measure
J48	69.61	0.709	0.696	0.672
Random Tree	65.70	0.657	0.657	0.657
Naive Bayes	47.40	0.406	0.584	0.474
KNN	68.25	0.681	0.683	0.682
MLP	69.36	0.703	0.694	0.671
RBF	66.72	0.662	0.667	0.655
Proposed model	76.09	0.766	0.766	0.752