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Table 12 Combined Information gain score for the top ranked features within the different test input generation methods

From: Machine learning-based dynamic analysis of Android apps with improved code coverage

 

Random-based

State-based

Hybrid

Dataset1

1.24779

1.735

1.53881

Dataset2

0.586078

1.661487

1.325491