Detecting Web Spam Based on Novel Features from Web Page Source Code

Table 5

Comparison of the results using different classification methods.

Method	Number of features	Accuracy	Precision	Recall	F1 score
Our method	21	0.930	0.929	0.930	0.929
The method of Mittal et al. [46]	70	0.890	0.888	0.890	0.883
The method of Makkar et al. [26]	41	0.872	0.869	0.872	0.870
The method of Asdaghi et al. [23]	28	0.863	0.869	0.863	0.865