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. 2016 Nov 29;6(4):58. doi: 10.3390/bios6040058

Table 6.

Comparison of classification algorithms using performance metrics when the range data are used as the input features.

Classifier Sensitivity Specificity Precision NPV F-Measure Accuracy
BP-ANN 100% 100% 100% 100% 1 100%
SVM 95.2% 100% 100% 96.5% 0.97 98%
KNN 95.2% 96.4% 95.2% 96.4% 0.95 96%
BDT 95.2% 92.8% 91% 96.3% 0.93 94%