Improved Malware Detection Model with Apriori Association Rule and Particle Swarm Optimization

Table 9

Stratified Sampling for Data Model (Population).

	Total	Training	Testing	Training & Test%
All	1420	70%	30%
Benign	470	329	141	33.09859
Malicious	950	665	285	66.90141
Aggregate		994	426	100
segment Selection		94	95