Machine Learning-Based Secure Data Acquisition for Fake Accounts Detection in Future Mobile Communication Networks

Table 3

Efficiency of each algorithm utilizing user-based features and content-based features.

Algorithms	Precision (%)	Recall (%)	F-measure (%)
SVM	97.43	95.70	94.84
RF	92.47	93.16	91.95
ANN	91.12	86.45	85.09

When comparing the SVM method to the ANN algorithm and the RF algorithm, the SVM algorithm has the highest accuracy, recall, and F-measure.