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. 2016 Jun 3;11(6):e0155856. doi: 10.1371/journal.pone.0155856

Table 16. Naive Bayes(NB) performance evaluation using the Gaussian distribution and Kernel Density Estimation functions.

Type of function
Evaluation Measure GD-NB KDE-NB
Specificity (TNR) 0.726 0.645
Sensitivity (TPR) 0.745 0.747
Area Under the Curve 0.750 0.696
Optimal ROC point FPR 0.274 0.355
Optimal ROC point TPR 0.775 0.747