Research Article
AndroClass: An Effective Method to Classify Android Applications by Applying Deep Neural Networks to Comprehensive Features
Table 4
Best cut-off points (%) for the API calls feature type.
| ā | Google | APKPure | Manual | ā | KNN | NB | SVM | DNN | KNN | NB | SVM | DNN | KNN | NB | SVM | DNN |
| API-package | 10 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 20 | 20 | 20 | 15 | API-class | 8 | 6 | 8 | 6 | 8 | 6 | 6 | 6 | 15 | 20 | 15 | 15 | API-method | 6 | 4 | 4 | 4 | 4 | 6 | 4 | 4 | 15 | 10 | 10 | 15 | API-full-method | 4 | 4 | 4 | 6 | 4 | 4 | 4 | 4 | 10 | 10 | 15 | 10 |
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