Research on Fake News Detection Based on Diffusion Growth Rate

Table 1

Prediction performance comparison.

Datasets	Methods	Accuracy	True			Fake
			Precision	Recall	-score	Precision	Recall	-score
Twitter	DTC	0.731	0.724	0.757	0.740	0.739	0.704	0.721
	SVM-TK	0.808	0.735	0.902	0.834	0.721	0.652	0.772
	RvNN	0.827	0.847	0.833	0.840	0.904	0.820	0.812
	Delta-G	0.855	0.855	0.883	0.869	0.854	0.820	0.837
	Delta-G-GAT	0.864	0.857	0.908	0.878	0.872	0.820	0.845
Weibo	DTC	0.831	0.847	0.815	0.831	0.815	0.847	0.830
	SVM-TK	0.857	0.839	0.885	0.861	0.878	0.830	0.857
	RvNN	0.873	0.816	0.964	0.884	0.956	0.782	0.861
	Delta-G	0.896	0.846	0.968	0.913	0.953	0.858	0.903
	Delta-G-GAT	0.908	0.871	0.958	0.913	0.953	0.858	0.903