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Advances, Systems and Applications

Table 2 Experimental results on the PHEME 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

0.117

0.338

0.679

0.378

0.438

0.66

0.894

0.626

0.707

BERT-TextCNN

0.129

0.466

0.684

0.447

0.514

0.693

0.91

0.646

0.765

BERTft

0.113

0.471

0.653

0.451

0.516

0.789

0.935

0.737

0.865

RSK-T5

0.105

0.481

0.656

0.465

0.503

0.81

0.939

0.775

0.853