Clustering on Mnist 8m (AMI, NMI)
81NMICluProp (Leiden)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CluProp (Leiden)k=50, Distance Metric=cosine, Prop. time (min)=57, Total time (min)=652026.05 | 81 | 81 | |
| CluProp (Louvain)k=50, Distance Metric=cosine, Prop. time (min)=44, Total time (min)=532026.05 | 81 | 81 | |
| CluProp (DANE)k=80, Distance Metric=cosine, Prop. time (min)=1.1, Total time (min)=122026.05 | 80 | 80 | |
| CluProp (DANE)k=50, Distance Metric=cosine, Prop. time (min)=0.9, Total time (min)=92026.05 | 72 | 72 | |
| Kernel k-meansDistance Metric=cosine, Total time (min)=152026.05 | 41 | — | |
| sDbscan-1NNDistance Metric=cosine, Total time (min)=212026.05 | 38 | 38 | |
| sDbscanDistance Metric=cosine, Total time (min)=162026.05 | 32 | 32 | |
| sngDbscanDistance Metric=cosine, Total time (min)=422026.05 | 26 | 26 |