Research Article

A Buffer Overflow Prediction Approach Based on Software Metrics and Machine Learning

Table 7

Accuracy and time of Java dataset.

ā€‰SVMBayesAdaboostRandom forestDecision tree

Accuracy (%)87.1657.9549.4087.4187.44
Recall rate (%)59.5648.2534.9859.6459.64
Precision rate (%)58.7444.2833.1158.9158.93
Running time (s)104.329.988.9912.9411.99