Table 13 Combined Information gain score for the top 20 and top 40 ranked features within the different test input generation methods
From: Machine learning-based dynamic analysis of Android apps with improved code coverage
| Â | Dataset1 | Dataset2 | ||
|---|---|---|---|---|
| Â | Top-20 | Top-40 | Top-20 | Top-40 |
Random | 0.9 | 1.13724 | 0.448147 | 0.548407 |
Hybrid | 0.94289 | 1.31038 | 0.988139 | 1.202276 |
State | 1.00912 | 1.45324 | 1.227877 | 1.505216 |