Clustering on Thyroid
89ARIGMM EM with ICL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GMM EM with ICLModel selection criterion=ICL2026.04 | 89 | — | 3 | — | |
| GMM EM with BICModel selection criterion=BIC2026.04 | 89 | — | 3 | — | |
| MDL-GBTRSC2026.05 | 82.73 | 75.74 | — | — | |
| GMM-SC2026.05 | 80.19 | 71.31 | — | — | |
| MDMSC2026.05 | 79.97 | 72.19 | — | — | |
| MDMSC2026.05 | 76.59 | 68.73 | — | 92.99 | |
| GBSC2026.05 | 70.22 | 70.82 | — | — | |
| SC-RBFAffinity=RBF2026.05 | 65.92 | 62.45 | — | — | |
| Turtle shellselection=best k in {15, 25, 45, 100}2026.04 | 63 | — | 3 | — | |
| WGBC2026.05 | 62.15 | 63.97 | — | 87.66 | |
| MDL-GBG+KM++2026.05 | 61.81 | 59.12 | — | 88.46 | |
| MDL-GBG+AC2026.05 | 61.31 | 58.59 | — | 88.32 | |
| GBSC2026.05 | 60.82 | 59.1 | — | 87.85 | |
| K-FedPrivacy Budget (ε)=0.12025.11 | 43.39 | 39.4 | — | — | |
| GFCPrivacy Budget (ε)=0.12025.11 | 43.38 | 40.4 | — | — | |
| MUFCPrivacy Budget (ε)=0.12025.11 | 42.85 | 38.64 | — | — | |
| GBCT2026.05 | 41.21 | 44.66 | — | — | |
| KM++2026.05 | 37.35 | 34.08 | — | 74.76 | |
| Cytometreeselection=best t in {0.05, 0.1, 0.2, 0.25}2026.04 | 36 | — | 2 | — | |
| PhenoGraphselection=best k in {15, 25, 45, 100}2026.04 | 35 | — | 4 | — | |
| GBCT2026.05 | 29.6 | 33.45 | — | 75.7 | |
| GFCPrivacy Budget (ε)=0.052025.11 | 29.24 | 31.75 | — | — | |
| MUFCPrivacy Budget (ε)=0.052025.11 | 26.62 | 28.92 | — | — | |
| NN-FCPrivacy Budget (ε)=0.12025.11 | 25.63 | 25.16 | — | — | |
| K-FedPrivacy Budget (ε)=0.052025.11 | 25.28 | 28.91 | — | — | |
| NN-FCPrivacy Budget (ε)=0.052025.11 | 23.1 | 23.17 | — | — | |
| SC-kNNAffinity=kNN2026.05 | 21.04 | 31.07 | — | — | |
| GFCPrivacy Budget (ε)=0.012025.11 | 18.92 | 19.14 | — | — | |
| K-FedPrivacy Budget (ε)=0.012025.11 | 18.55 | 18.51 | — | — | |
| MUFCPrivacy Budget (ε)=0.012025.11 | 14.34 | 13.84 | — | — | |
| AC2026.05 | 13.6 | 15.98 | — | 73.83 | |
| NN-FCPrivacy Budget (ε)=0.012025.11 | 4.97 | 4.93 | — | — |