Research Article
Mobile Anomaly Detection Based on Improved Self-Organizing Maps
Table 4
The results in KDD Cup99 dataset.
| | Size | Algorithm 1 | Algorithm 2 | | Ave RR | Ave PR | Threshold | RR | PR |
| | 8.00% | 40.00% | 3.0 | 75.00% | 93.75% | | 8.50% | 40.00% | 3.0 | 75.00% | 93.75% | | 14.00% | 70.00% | 2.5 | 100.00% | 95.24% | | 17.50% | 66.67% | 2.0 | 100.00% | 76.92% | | 23.50% | 90.00% | 1.5 | 100.00% | 100.00% |
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