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 features | Feature selection algorithm |
| | 1 | Top30 | ExtraTree classifier | | 2 | Top30 MinMax | Normalization and ExtraTree classifier | | 3 | Top50 | ExtraTree classifier | | 4 | Top50 MinMax | Normalization and ExtraTree classifier | | 5 | Top100 | ExtraTree classifier | | 6 | Top100 MinMax | Normalization and ExtraTree classifier | | 7 | Top30 | Mutual information | | 8 | Top30 MinMax | Normalization and mutual information | | 9 | Top50 | Mutual information | | 10 | Top50 MinMax | Normalization and mutual information | | 11 | Top100 | Mutual information | | 12 | Top100 MinMax | Normalization and mutual information |
|
|