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Advances, Systems and Applications

Table 7 Experimental results of the RumourEval 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

0.158

0.61

0.753

0.583

0.647

0.802

0.923

0.771

0.843

Depth > 3

0.125

0.51

0.752

0.522

0.499

0.748

0.942

0.736

0.766

Width ≤ 12

0.139

0.573

0.693

0.56

0.595

0.714

0.907

0.707

0.725

Width > 12

0.13

0.528

0.7621

0.517

0.546

0.754

0.931

0.713

0.809

Words Num ≤ 12

0.097

0.554

0.703

0.55

0.562

0.783

0.922

0.801

0.766

Words Num > 12

0.102

0.458

0.767

0.455

0.465

0.703

0.952

0.666

0.756