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 |