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. 2015 Mar 3;15(3):5163–5196. doi: 10.3390/s150305163

Table 7.

Performance comparison in % by using measures of evaluation.

Method Accuracy Recall Specificity Precision F1-Measure
Ameva 99.23 96.93 99.56 96.94 96.93
ANN 98.36 93.50 99.07 93.47 93.48
C4.5 97.51 90.08 98.58 90.04 90.03
Bayesian 92.56 70.96 95.75 70.22 70.41
KNN 97.66 90.74 98.66 90.66 90.69
SVM 90.56 63.09 94.61 62.22 62.41
Mahalanobis distance 93.48 87.41 93.87 91.74 91.67
Discriminant analysis 99.15 96.14 97.75 96.37 96.28