Identifying Fake Accounts on Social Networks Based on Graph Analysis and Classification Algorithms

Table 3

The results of comparison of Medium Gaussian SVM in two cases, balance/unbalance data.

Algorithm	TPR	FPR	Accuracy	AUC	Balance/unbalance data set
Medium Gaussian SVM	97%	2%	97.6%	1	Balance
Medium Gaussian SVM	0	0	99%	47%	Unbalance