A Novel Approach for Malicious URL Detection Based on the Joint Model

Table 3

Necessity of model components.

Total	ACC (%)	P (%)	R (%)	F (%)
AIR	99.62	99.64	99.58	99.89
ACaps	99.62	99.61	99.54	99.83
IRCaps	99.76	99.70	99.81	99.95
Our	99.87	99.79	99.93	99.89