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Table 4 Classification accuracy for the PD data from Max Little et al.

From: Classification of Parkinson’s disease utilizing multi-edit nearest-neighbor and ensemble learning algorithms with speech samples

 

Tenfold CV (%)

Accuracy

Sensitivity

Specificity

RF (with MENN)

 Mean

87.8

95.4

65.7

 Std

0.058

0.067

0.175

SVM (RBF)_relief

 Mean

84.5

95.2

52.5

 Std

0.061

0.067

0.175

  1. RF (with MENN): reflect the proposed PD_MEdit_EL algorithm; SVM (RBF)_relief: SVM with RBF kernel and relief; SVM (with RBF): SVM with radial basis function kernel; Method in [1]: classification algorithm from the Ref. [1] and Method in [27]: classification algorithm from Ref. [27]
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