Table 6 Results of spam detection for Hspam14 dataset
From: An unsupervised method for social network spammer detection based on user information interests
Model | Accuracy | Precision | Recall | F-measure |
|---|---|---|---|---|
SDPA | 0.840 | 0.75 | 0.80 | 0.77 |
SDPAC | 0.900 | 0.86 | 0.84 | 0.85 |
Improvement% (SDPA \(\rightarrow\) SDPAC) | 7.1% | 14.7% | 5.0% | 10.4% |
SDPACM | 0.949 | 0.92 | 0.93 | 0.93 |
Improvement% (SDPAC \(\rightarrow\) SDPACM) | 5.4% | 7.0% | 10.7% | 9.4% |