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Table 5 Results of spam detection for “The Fake Project” dataset

From: An unsupervised method for social network spammer detection based on user information interests

Model

Accuracy

Precision

Recall

F-measure

SDPA

0.881

0.83

0.86

0.84

SDPAC

0.928

0.92

0.88

0.90

Improvement% (SDPA \(\rightarrow\) SDPAC)

5.3%

10.8%

2.3%

7.1%

SDPACM

0.969

0.95

0.96

0.96

Improvement%(SDPA \(\rightarrow\) SDPACM)

4.4%

3.3%

9.1%

6.7%