Table 7.
False positive rate of RSL-KNN under binary and multi-class classification.
| Binary-Class Classification | Multi-Class Classification | |||||
|---|---|---|---|---|---|---|
| Dataset | 5 | 15 | 20 | 5 | 15 | 20 |
| Sub-dataset 1 | 8.4% | 8.3% | 8.5% | 0.4% | 0.3% | 0.3% |
| Sub-dataset 2 | 7.2% | 7.0% | 7.0% | 0.4% | 0.4% | 0.3% |
| Sub-dataset 3 | 6.3% | 6.3% | 6.3% | 0.3% | 0.3% | 0.3% |
| Sub-dataset 4 | 6.4% | 6.4% | 6.4% | 0.4% | 0.4% | 0.4% |
| Sub-dataset 5 | 5.7% | 5.8% | 5.6% | 0.3% | 0.3% | 0.3% |
| Sub-dataset 6 | 7.1% | 6.3% | 6.1% | 0.3% | 0.3% | 0.3% |
| Sub-dataset 7 | 8.5% | 8.4% | 8.3% | 0.3% | 0.3% | 0.3% |
| Sub-dataset 8 | 7.4% | 7.1% | 6.7% | 0.3% | 0.3% | 0.3% |
| Sub-dataset 9 | 6.9% | 6.6% | 6.6% | 0.4% | 0.4% | 0.4% |
| Sub-dataset 10 | 6.4% | 5.5% | 5.5% | 0.4% | 0.3% | 0.4% |
| Sub-dataset 11 | 7.9% | 7.8% | 8.0% | 0.3% | 0.3% | 0.3% |
| Sub-dataset 12 | 5.6% | 6.7% | 5.3% | 0.3% | 0.3% | 0.3% |
| Sub-dataset 13 | 7.7% | 7.2% | 7.0% | 0.4% | 0.4% | 0.4% |
| Sub-dataset 14 | 7.7% | 7.5% | 7.4% | 0.4% | 0.4% | 0.4% |
| Sub-dataset 15 | 6.2% | 6.1% | 5.8% | 0.4% | 0.3% | 0.3% |