Cluster-Based Antiphishing (CAP) Model for Smart Phones

Table 4

Statistical data from UCI datasets.

Serial number	Technique	Instances			Precision	Accuracy (%)
		Correctly classified	Incorrectly classified	Total
1	A1DE	1140	213	1353	0.81	84.2572
2	NB	1107	246	1353	0.792	81.8182
3	MLP	1153	200	1353	0.847	85.218
4	QDA	1130	223	1353	0.828	83.5181
5	SVM	1131	222	1353	0.83	83.592
6	WiSARD	1197	156	1353	0.886	88.4701
7	CHIRP	1171	182	1353	0.862	86.5484
8	DecisionTable	1133	220	1353	0.816	83.7398
9	DTNB	1172	181	1353	0.867	86.6223
10	Ridor	1204	149	1353	0.893	88.9874
11	J48	1215	138	1353	0.899	89.8004