Clustering on Banknote
0.71ARISPORE_ANN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPORE_ANND' (Dimensionality after PCA)=42025.10 | 0.71 | 0.05 | — | |
| SPORE_ENND' (Dimensionality after PCA)=42025.10 | 0.71 | 0.05 | — | |
| SPOREANNN=1372, D=4, D'=42025.10 | 0.71 | — | 68 | |
| SPOREENNN=1372, D=4, D'=42025.10 | 0.71 | — | 68 | |
| MDL-GBTRSC2026.05 | 0.6011 | — | 0.5567 | |
| LSruns=averaged over ten runs2026.06 | 0.6 | — | — | |
| SpectralD' (Dimensionality after PCA)=42025.10 | 0.46 | 0.29 | — | |
| SpectralN=1372, D=4, D'=42025.10 | 0.46 | — | 39 | |
| HDBSCANN=1372, D=4, D'=42025.10 | 0.4 | — | 47 | |
| DipNSubruns=averaged over ten runs2026.06 | 0.2 | — | — | |
| GMMN=1372, D=4, D'=42025.10 | 0.08 | — | 9 | |
| SC-RBFAffinity=RBF2026.05 | 0.0523 | — | 0.0379 | |
| KMruns=averaged over ten runs2026.06 | 0.05 | — | — | |
| S-KMruns=averaged over ten runs2026.06 | 0.05 | — | — | |
| C-KMruns=averaged over ten runs2026.06 | 0.05 | — | — | |
| COP-KMruns=averaged over ten runs2026.06 | 0.05 | — | — | |
| GBSC2026.05 | 0.0268 | — | 0.0797 | |
| KMeansN=1372, D=4, D'=42025.10 | 0.02 | — | 2 | |
| DBSCANruns=averaged over ten runs2026.06 | 0.02 | — | — | |
| Oursruns=averaged over ten runs2026.06 | 0.02 | — | — | |
| DECruns=averaged over ten runs2026.06 | 0.01 | — | — | |
| DipEncruns=averaged over ten runs2026.06 | 0.01 | — | — | |
| MDMSC2026.05 | 0.0009 | — | 0.0001 | |
| GMMruns=averaged over ten runs2026.06 | 0 | — | — | |
| Aggruns=averaged over ten runs2026.06 | 0 | — | — | |
| GMM-SC2026.05 | -0.0015 | — | 0.0018 | |
| SC-kNNAffinity=kNN2026.05 | -0.0032 | — | 0.014 | |
| GBCT2026.05 | -0.005 | — | 0.0068 | |
| Aggaggregation=averaged over ten runs2026.06 | — | — | 0 | |
| C-KMaggregation=averaged over ten runs2026.06 | — | — | 0.03 | |
| clustering-by-exclusionaggregation=averaged over ten runs2026.06 | — | — | 0.01 | |
| COP-KMaggregation=averaged over ten runs2026.06 | — | — | 0.03 | |
| DBSCANaggregation=averaged over ten runs2026.06 | — | — | 0.17 | |
| DECaggregation=averaged over ten runs2026.06 | — | — | 0.01 | |
| DipEncaggregation=averaged over ten runs2026.06 | — | — | 0.01 | |
| DipNSubaggregation=averaged over ten runs2026.06 | — | — | 0.33 | |
| GMMN=1372, D=4, D'=42025.10 | — | 0.01 | — | |
| GMMaggregation=averaged over ten runs2026.06 | — | — | 0.01 | |
| HDBSCANN=1372, D=4, D'=42025.10 | — | 0.02 | — | |
| KMaggregation=averaged over ten runs2026.06 | — | — | 0.03 | |
| KMeansN=1372, D=4, D'=42025.10 | — | 0.01 | — | |
| LSaggregation=averaged over ten runs2026.06 | — | — | 0.57 | |
| S-KMaggregation=averaged over ten runs2026.06 | — | — | 0.03 | |
| SpectralN=1372, D=4, D'=42025.10 | — | 0.29 | — | |
| SPOREANNN=1372, D=4, D'=42025.10 | — | 0.05 | — | |
| SPOREENNN=1372, D=4, D'=42025.10 | — | 0.05 | — |