An Improved Permission Management Scheme of Android Application Based on Machine Learning

Table 2

Results of different machine learning algorithm comparison.

Machine learning algorithm	Auc score	Accuracy	FPR	TPR
SMO	0.90	0.94	0.06	0.83
Logical Regression	0.91	0.94	0.07	0.80
Native Bayes	0.80	0.87	0.21	0.90
Decision Tree	0.84	0.89	0.15	0.95