Research Article
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 |
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