Hierarchical Clustering on Spambase (Dasgupta's cost)
34,261,369.825Dasgupta's CostDPClusterHSBM
Evaluation results
| Method | Links | |
|---|---|---|
| DPClusterHSBMprivacy=edge-level differential private2025.11 | 34,261,369.825 | |
| FPH2025.11 | 40,420,419.233 | |
| BKM2025.11 | 41,204,923.569 | |
| HCSEoperator=Stretching, tree type=binary partitioning2025.11 | 45,263,227.036 | |
| HypCSE2025.11 | 48,662,062.993 | |
| UFit2025.11 | 59,850,887.347 | |
| SingleLinkage2025.11 | 70,302,109.781 | |
| HypHCdecoding=greedy top-down2025.11 | 79,220,674.974 | |
| HDBSCAN2025.11 | 80,716,545.145 | |
| SpecWRSC2025.11 | 101,118,252.2 |