An End-to-End Rumor Detection Model Based on Feature Aggregation

Table 4

Performance of proposed propagation pattern model (R: rumor; N: nonrumor).

Method	Label	Accuracy	Precision	Recall
DT-Rank	R	0.732	0.738	0.715	0.726
	N		0.726	0.749	0.737
SVM-RBF	R	0.818	0.822	0.812	0.817
	N		0.815	0.824	0.819
DTC	R	0.831	0.847	0.815	0.831
	N		0.815	0.847	0.830
RFC	R	0.849	0.786	0.959	0.864
	N		0.947	0.739	0.830
SVM-TS	R	0.857	0.839	0.885	0.861
	N		0.878	0.830	0.857
CNN-Top	R	0.874	0.878	0.874	0.876
	N		0.869	0.873	0.871
RNN-Top	R	0.868	0.853	0.897	0.874
	N		0.886	0.838	0.861