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

Table 7

Tentative cases for mobile phishing detection system.

Case ID	Feature pattern	Adaptive method	Accuracy (%)	Run time (seconds)
1	Pattern 1	J48	95.93	4.43
2	Pattern 2	J48	94.72	4.54
3	Pattern 3	AVG	96.43	95.18
4	Pattern 4	AVG, MAJ	90.64	174.4, & 174.6
5	Pattern 5	MAJ	95.69	205.50