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Advances, Systems and Applications

Table 3 Experimental results on the RumourEval dataset

From: Harmfulness metrics in digital twins of social network rumors detection in cloud computing environment

 

MSE

Stance-F1

Stance-Accuracy

Stance-Precision

Stance-Recall

Sentiment-F1

Sentiment-Accuracy

Sentiment-Precision

Sentiment-Recall

BERT-LSTM

0.121

0.48

0.777

0.453

0.555

0.67

0.902

0.654

0.692

BERT-TextCNN

0.154

0.456

0.791

0.423

0.624

0.636

0.911

0.56

0.824

BERTft

0.101

0.518

0.765

0.51

0.534

0.757

0.93

0.728

0.934

RSK-T5

0.069

0.56

0.766

0.577

0.549

0.75

0.928

0.717

0.792