Clustering on Shuttle (ARI, AMI)
0.72ARILS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LSruns=averaged over ten runs2026.06 | 0.72 | — | |
| SOINN+Environment=Nonstationary, Runs=30 independent2026.05 | 0.689 | 0.591 | |
| SOINN+2026.05 | 0.689 | 0.598 | |
| AuToMATo2026.05 | 0.685 | 0.636 | |
| CAE2026.05 | 0.586 | 0.522 | |
| S-KMruns=averaged over ten runs2026.06 | 0.46 | — | |
| DDVFA2026.05 | 0.418 | 0.494 | |
| SR-PCM-HDP2026.05 | 0.375 | 0.287 | |
| TC2026.05 | 0.356 | 0.314 | |
| TBM-P2026.05 | 0.341 | 0.452 | |
| GNG2026.05 | 0.329 | 0.325 | |
| IDAT2026.05 | 0.325 | 0.292 | |
| G-CEALS2026.05 | 0.316 | 0.244 | |
| IDATEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.273 | 0.345 | |
| CAEEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.27 | 0.395 | |
| GNGEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.266 | 0.348 | |
| DDVFAEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.247 | 0.248 | |
| Oursruns=averaged over ten runs2026.06 | 0.23 | — | |
| PHIDAEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.15 | 0.364 | |
| PHIDA2026.05 | 0.139 | 0.325 | |
| C-KMruns=averaged over ten runs2026.06 | 0.1 | — | |
| DipEncruns=averaged over ten runs2026.06 | 0.09 | — | |
| DECruns=averaged over ten runs2026.06 | 0.04 | — | |
| CAEAEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.02 | 0.204 | |
| CAEA2026.05 | 0.007 | 0.212 | |
| TableDC2026.05 | 0.001 | 0.003 | |
| KMruns=averaged over ten runs2026.06 | 0 | — | |
| GMMruns=averaged over ten runs2026.06 | 0 | — | |
| DBSCANruns=averaged over ten runs2026.06 | 0 | — | |
| DipNSubruns=averaged over ten runs2026.06 | 0 | — |