Clustering on Mnist (AMI, ARI, #clu, Time)
89AMICluProp
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CluPropk=8, distance metric=cosine2026.05 | 89 | 87 | 12 | 20 | |
| SpectAClk=8, distance metric=cosine2026.05 | 80 | 70 | — | 15 | |
| DCNk=8, distance metric=cosine2026.05 | 75 | 62 | — | 37 | |
| DPCk=8, distance metric=cosine2026.05 | 69 | 54 | 12 | 5 | |
| DBHDk=8, distance metric=cosine2026.05 | 56 | 18 | 118 | 2 | |
| k-meansk=8, distance metric=cosine2026.05 | 51 | 38 | — | 1 | |
| Dbscank=8, distance metric=cosine2026.05 | 43 | 9 | 7 | 34 | |
| sDbscank=8, distance metric=cosine2026.05 | 42 | 9 | 29 | 3 | |
| hDbscank=8, distance metric=cosine2026.05 | 31 | 5 | 9 | 1 | |
| Opticsk=8, distance metric=cosine2026.05 | 6 | 0 | 47 | 25 |