Leverage Website Favicon to Detect Phishing Websites

Table 7

To find the optimum threshold, , for Phishdentity with additional features.

Optimal threshold,	TP (%)	TN (%)	FP (%)	FN (%)
0	99.80	90.23	9.77	0.20	0.95243
20	98.86	91.66	8.34	1.14	0.95425
40	97.34	94.40	5.60	2.66	0.95930
50	97.14	95.89	4.11	2.86	0.96537
60	96.97	96.11	3.89	3.03	0.96555
80	65.17	98.46	1.54	34.83	0.78184
100	23.34	100	0.00	76.66	0.37847