New Hybrid Features Selection Method: A Case Study on Websites Phishing

Table 1

The goodness rate of feature selection techniques on ten datasets.

Feature selection techniques	D1	D2	D3	D4	D5	D6	D7	D8	D9	D10
CHI (%)	67.36	92.68	95.94	85.55	48.12	84.92	95.51	76.50	90.99	89.32
IG (%)	87.78	88.96	95.95	83.06	50.36	86.75	94.99	89.70	87.71	48.40