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 |
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