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. 2022 Oct 12;79(5):5201–5222. doi: 10.1007/s11227-022-04831-7

Table 5.

Rumor detection results on Twitter15 (%)

Model Acc F1
NR FR TR UR
DTC 45.4 73.3 35.5 31.7 41.5
SVM-RBF 31.8 22.5 8.2 45.5 21.8
SVM-TS 54.4 79.6 47.2 40.4 48.3
SVM-TK 66.7 61.9 66.9 77.2 64.5
GRU-RNN 64.1 68.4 63.4 68.8 57.1
RvNN 72.3 68.2 75.8 82.1 65.4
GCAN 83.1 79.0 84.2 88.4 80.8
GLAN 85.4 79.6 82.2 91.4 82.3
Bi-GCN 83.2 79.5 83.3 90.2 78.9
P-BiGAT 87.2 82.1 84.8 94.4 88.2
GACN 88.9 91.0 92.4 87.5 84.5

The values in bold indicate the maximum value under different indicators