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Advances, Systems and Applications

Table 2 Benchmarking results with existing algorithms

From: Predicting UPDRS in Parkinson’s disease using ensembles of self-organizing map and neuro-fuzzy

Models

Accuracy (through testing mode)

Decision Tree [15]

85.4

Regression [35]

87.3

DMneural [36]

83.9

Neural Network [37]

92.4

FCM + weight [38]

97.3

SVM [39]

93.6

Proposed

97.8