Research Article

Stopping the Cyberattack in the Early Stage: Assessing the Security Risks of Social Network Users

Table 4

Experimental results of using different classifiers.

MLAs

LR86.85%16.38%84.25%85.53%
RF95.50%17.32%84.74%89.80%
GBDT98.65%19.16%83.85%90.65%
NB88.31%17.74%83.39%85.78%
SVM87.64%16.78%84.05%85.80%