Detection of DDoS Vulnerability in Cloud Computing Using the Perplexed Bayes Classifier

Table 5

Performance comparison of the algorithms (PBC/F, PBC/WF, NBC, and RF).

Algorithm	Accuracy	Sensitivity	Specificity
Perplexed-based classifier with feature selection	0.9915	0.9910	0.9922
Perplexed-based classifier without feature selection	0.9582	0.9590	0.9571
Naïve Bayes classifier	0.9114	0.9126	0.9095
Random forest classifier	0.9666	0.9655	0.9673