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Advances, Systems and Applications

Table 6 Experimental results of the PHEME dataset under various rumor propagation scenarios

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

Depth ≤ 3

0.179

0.479

0.651

0.484

0.544

0.666

0.89

0.602

0.815

Depth > 3

0.146

0.4

0.602

0.411

0.411

0.75

0.947

0.733

0.772

Width ≤ 12

0.111

0.436

0.617

0.426

0.611

0.591

0.872

0.568

0.777

Width > 12

0.122

0.501

0.675

0.478

0.545

0.736

0.931

0.692

0.815

Words Num ≤ 12

0.064

0.461

0.659

0.461

0.465

0.714

0.898

0.68

0.766

Words Num > 12

1.57

0.493

0.665

0.465

0.544

0.764

0.947

0.722

0.839