Research Article
AndroClass: An Effective Method to Classify Android Applications by Applying Deep Neural Networks to Comprehensive Features
Table 11
Accuracy (%) of AndroClass by considering top N categories.
| ā | Google | APKPure | ā | KNN | NB | SVM | DNN | KNN | NB | SVM | DNN |
| Top 1 category | 29.5 | 41.4 | 44.3 | 52.3 | 24.6 | 36.4 | 37.6 | 46.3 | Top 2 categories | 41.0 | 54.7 | 53.7 | 63.5 | 36.1 | 50.8 | 49.0 | 61.0 | Top 3 categories | 49.4 | 62.5 | 59.0 | 71.2 | 45.2 | 59.2 | 57.8 | 67.6 |
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