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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

  Dataset1 Dataset2
  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