K-means Clustering on Synthetic d=3, K=2, N=100
1.9WCSSNo priv.
Evaluation results
| Method | Links | |
|---|---|---|
| No priv.privacy=none2026.03 | 1.9 | |
| EUGkMepsilon=1.02026.03 | 3.797 | |
| RUGNIKepsilon=1.02026.03 | 3.8 | |
| RUGNIKepsilon=0.62026.03 | 4.651 | |
| RUGNIKepsilon=0.42026.03 | 6.286 | |
| EUGkMepsilon=0.62026.03 | 6.413 | |
| EUGkMepsilon=0.42026.03 | 6.931 | |
| RUGNIKepsilon=0.252026.03 | 8.214 | |
| RUGNIKepsilon=0.152026.03 | 10.604 | |
| RUGNIKepsilon=0.12026.03 | 13.091 | |
| GCCepsilon=1.02026.03 | 14.952 | |
| GCCepsilon=0.62026.03 | 16.897 | |
| GCCepsilon=0.42026.03 | 18.092 | |
| GCCepsilon=0.252026.03 | 19.044 | |
| GCCepsilon=0.152026.03 | 19.673 | |
| GCCepsilon=0.12026.03 | 19.99 | |
| EUGkMepsilon=0.12026.03 | 21.355 | |
| EUGkMepsilon=0.152026.03 | 21.355 | |
| EUGkMepsilon=0.252026.03 | 21.355 | |
| IBMepsilon=1.02026.03 | 30.918 | |
| IBMepsilon=0.62026.03 | 36.978 | |
| IBMepsilon=0.42026.03 | 40.357 | |
| IBMepsilon=0.252026.03 | 43.051 | |
| IBMepsilon=0.152026.03 | 44.86 | |
| IBMepsilon=0.12026.03 | 45.597 |