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

Table 11

Detection accuracy of 5 cases after information gain attribute evaluation feature selection.

Case ID	J48	DT	IBK	LR	NB	SVM	AVG	MAJ	MAX
01	95.96	93.10	95.62	92.54	89.42	91.66	95.37	95.37	92.83
02	94.66	91.53	94.16	90.15	86.44	89.19	94.19	94.12	91.30
03	96.38	92.59	95.55	95.02	90.69	92.61	96.45	96.45	94.34
04	90.52	86.36	90.24	88.70	81.55	87.86	90.77	90.76	88.69
05	95.46	89.44	94.50	93.98	92.28	91.56	95.80	95.79	92.82