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Error rates on Gaussian mixtures .
| ρ | ϵ | RF | K-means | hClustering | rpTrees |
|---|---|---|---|---|---|
| 0.1 | 0 | 12.69% | 12.45% | 9.89% | 10.36% |
| 0.1 | 13.64% | 13.55% | 10.50% | 11.53% | |
| 0.2 | 15.63% | 15.42% | 12.38% | 13.40% | |
| 0.3 | 20.53% | 20.18% | 17.37% | 18.48% | |
| 0.3 | 0 | 15.69% | 15.91% | 14.11% | 14.14% |
| 0.1 | 17.28% | 16.79% | 14.95% | 15.22% | |
| 0.2 | 18.76% | 18.61% | 16.67% | 16.95% | |
| 0.3 | 23.41% | 23.03% | 22.39% | 21.37% | |
| 0.5 | 0 | 19.56% | 20.49% | 19.85% | 18.07% |
| 0.1 | 20.65% | 21.33% | 20.50% | 19.14% | |
| 0.2 | 22.63% | 23.02% | 23.07% | 21.08% | |
| 0.3 | 26.35% | 26.67% | 26.67% | 24.44% |
