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Advances, Systems and Applications

Table 8 Experimental results of the FNC 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

Width ≤ 12

0.069

0.936

0.959

0.925

0.948

0.63

0.991

0.99

0.625

Width > 12

0.069

0.988

0.997

0.988

0.989

1.0

1.0

1.0

1.0

Words Num ≤ 12

0.069

0.986

0.996

0.986

0.986

0.999

0.999

1.0

0.999

Words Num > 12

0.036

0.979

0.993

0.979

0.979

1.0

1.0

1.0

1.0