An Assessment of Lexical, Network, and Content-Based Features for Detecting Malicious URLs Using Machine Learning and Deep Learning Models

Table 5

Results of the experiments.

	Accuracy	Precision	Recall	F-score
CNN	0.9513	0.8724	1.00	0.9319
LSTM	0.9514	0.8728	1.00	0.9321
NB	0.9601	0.9564	0.9225	0.9391
RF	0.9515	0.8731	1.0	0.9322