From: An unsupervised method for social network spammer detection based on user information interests
Dataset | Features | Silhouette coefficient | Davis Bouldin Score |
---|---|---|---|
Social Honeypot | GOSS + LOSS | 0.133783289 | 3.619251614 |
GOSS + LOSS + Entropy | 0.185440031 | 3.878652971 | |
GOSS + Entropy | 0.084125872 | 3.624939240 | |
LOSS + Entropy | 0.148410937 | 3.547088595 | |
The Fake Project | GOSS + LOSS | 0.171869530 | 3.244455815 |
GOSS + LOSS + Entropy | 0.170521355 | 3.167608666 | |
GOSS + Entropy | 0.171822136 | 3.125462915 | |
LOSS + Entropy | 0.180362480 | 2.941402933 | |
HSpam14 | GOSS + LOSS | 0.165421365 | 2.69321541 |
GOSS + LOSS + Entropy | 0.158961042 | 2.73569256 | |
GOSS + Entropy | 0.129411538 | 2.51342332 | |
LOSS + Entropy | 0.172345361 | 2.49823176 |