Research Article

Effective and Efficient Android Malware Detection and Category Classification Using the Enhanced KronoDroid Dataset

Table 2

12 generated feature sets.

ā€‰Number of featuresFeature selection algorithm

1Top30ExtraTree classifier
2Top30 MinMaxNormalization and ExtraTree classifier
3Top50ExtraTree classifier
4Top50 MinMaxNormalization and ExtraTree classifier
5Top100ExtraTree classifier
6Top100 MinMaxNormalization and ExtraTree classifier
7Top30Mutual information
8Top30 MinMaxNormalization and mutual information
9Top50Mutual information
10Top50 MinMaxNormalization and mutual information
11Top100Mutual information
12Top100 MinMaxNormalization and mutual information