A Case-Based Reasoning Approach for Automatic Adaptation of Classifiers in Mobile Phishing Detection

Table 6

Detection accuracy of 5 scenarios on randomly combined feature patterns.

Case ID	J48 (%)	DT (%)	IBK (%)	LR (%)	NB (%)	SVM (%)	AVG (%)	MAJ (%)	MAX (%)
01	95.93	93.07	95.45	92.47	89.42	91.62	95.31	95.31	92.87
02	94.72	91.62	94.04	90.18	86.44	89.27	94.26	94.20	91.38
03	96.32	92.67	95.60	94.89	90.69	92.57	96.43	96.41	94.31
04	90.56	86.38	90.45	88.51	81.55	87.88	90.64	90.64	88.52
05	95.33	89.69	94.37	93.97	92.28	91.61	95.68	95.69	92.68