Clustering on Mice Protein
0.5AccuracyADEC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ADECCategory=Deep Clustering, Data Transform=Not supported in pretraining2019.09 | 0.5 | 0.604 | — | |
| LSNMFCategory=Classical2019.09 | 0.497 | 0.506 | — | |
| EnSCCategory=Classical2019.09 | 0.434 | 0.347 | — | |
| RBF k-meansCategory=Spectral2019.09 | 0.363 | 0.269 | — | |
| k-meansCategory=Classical2019.09 | 0.342 | 0.252 | — | |
| SCCategory=Spectral2019.09 | 0.298 | 0.268 | — | |
| ACCategory=Classical2019.09 | 0.294 | 0.211 | — | |
| AE + k-meansCategory=Deep Clustering2019.09 | 0.238 | 0.131 | — | |
| DCNCategory=Deep Clustering2019.09 | 0.197 | 0.051 | — | |
| IDECCategory=Deep Clustering2019.09 | 0.196 | 0.037 | — | |
| DECCategory=Deep Clustering2019.09 | 0.184 | 0.026 | — | |
| AE + FINCHCategory=Deep Clustering2019.09 | 0.157 | 0.083 | — | |
| SSC-OMPCategory=Classical2019.09 | 0.152 | 0.078 | — | |
| GMMCategory=Classical2019.09 | 0.139 | 1 | — | |
| VaDECategory=Deep Clustering2019.09 | 0.139 | 1 | — | |
| MAYA-DTWDistance Metric=Euclidean, Max L=14002025.10 | — | — | 0.75 | |
| MAYA-DTWDistance Metric=DBA, Max L=60002025.10 | — | — | 0.65 | |
| MAYA-KLDistance Metric=Euclidean, Max L=14002025.10 | — | — | 0.9 | |
| MAYA-KLDistance Metric=DBA, Max L=60002025.10 | — | — | 0.8 | |
| MAYA-WassDistance Metric=Euclidean, Max L=14002025.10 | — | — | 0.85 | |
| MAYA-WassDistance Metric=DBA, Max L=60002025.10 | — | — | 0.75 |