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

Table 5

C/C++ language dataset machine algorithm results.

	SVM	Bayes	Adaboost	Random forest	Decision tree
Accuracy (%)	82.06	37.69	35.47	82.54	82.55
Recall rate (%)	67.8	30.23	34.25	68.65	68.68
Precision rate (%)	71.06	31.46	33.75	73.59	73.62
Running time (s)	576.32	19.98	19.02	17.94	17.03