Research Article
A Case-Based Reasoning Approach for Automatic Adaptation of Classifiers in Mobile Phishing Detection
Table 14
Accuracy and efficiency of proposed adaptive model.
| | Case ID | Adaptive (before) | Adaptive (after) | Accuracy (before) | Accuracy (after) | Runtime (before) | Runtime (after) |
| | 01 | J48 | J48 | 95.93 | 95.96 | 4.43 | 4.05 | | 02 | J48 | J48 | 94.72 | 94.66 | 4.54 | 3.86 | | 03 | AVG | AVG, MAJ | 96.43 | 96.45 | 95.18 | 87.31, & 90.63 | | 04 | AVG, MAJ | AVG | 90.64 | 90.77 | 174.4, & 174.6 | 102.86 | | 05 | MAJ | AVG | 95.69 | 95.80 | 205.50 | 111.80 |
|
|
