Research Article
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 |
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