Research Article
Mobile Anomaly Detection Based on Improved Self-Organizing Maps
Table 5
The comparison of different similarity threshold in KDD Cup99.
| | Similarity threshold | Improved SOM | | Recall rate | Precision rate |
| | 1.0 | 80.00% | 88.89% | | 1.5 | 85.00% | 85.00% | | 2.0 | 60.00% | 100.00% | | 2.5 | 100.00% | 95.24% | | 3.0 | 75.00% | 93.75% | | 3.5 | 75.00% | 93.75% |
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