Selecting Critical Data Flows in Android Applications for Abnormal Behavior Detection

Table 5

Measure metrics comparison on dataset when .

Tool	Folds	ACC	TPR	FPR	AUC	-measure
MUDFLOW	2	85.48%	85.73%	17.09%	0.9116	0.9153
	3	85.70%	85.99%	19.06%	0.9115	0.9187
	5	85.55%	85.68%	17.75%	0.9116	0.9196
	10	85.57%	85.76%	17.94%	0.9113	0.9225
SCDFLOW	2	90.48%	91.33%	18.62%	0.9503	0.9476
	3	91.00%	91.70%	20.46%	0.9504	0.9501
	5	91.12%	91.53%	19.87%	0.9504	0.9521
	10	91.29%	91.49%	18.21%	0.9503	0.9545