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

Table 3

Results of different classification models. These bold values indicate the best performance under different evaluation metrics.

Model	Accuracy	Precision	Recall	F1 score
NB	0.850	0.843	0.850	0.844
LR	0.888	0.884	0.888	0.883
SVM	0.891	0.899	0.891	0.880
RF	0.930	0.929	0.930	0.929
LSTM	0.810	0.835	0.810	0.758
CNN	0.859	0.861	0.859	0.842
RNN	0.875	0.872	0.875	0.865