Research Article
A Case-Based Reasoning Approach for Automatic Adaptation of Classifiers in Mobile Phishing Detection
Table 12
Runtime comparison after correlation attribute evaluation feature selection (seconds).
| Case ID | J48 | DT | IBK | LR | NB | SVM | AVG | MAJ | MAX |
| 01 | 3.94 | 18.36 | 0.01 | 1.97 | 0.64 | 3.38 | 27.45 | 26.92 | 27.18 | 02 | 3.84 | 25.35 | 0.0001 | 2.43 | 0.50 | 39.46 | 72.07 | 72.12 | 71.19 | 03 | 8.06 | 45.85 | 0.01 | 7.20 | 1.03 | 19.55 | 83.10 | 83.52 | 83.34 | 04 | 5.60 | 44.75 | 0.0001 | 5.15 | 0.56 | 6.27 | 61.95 | 61.99 | 62.00 | 05 | 8.84 | 69.88 | 0.0001 | 7.65 | 1.00 | 3.20 | 90.23 | 90.06 | 90.45 |
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