Time Series Clustering On Eicu Collaborative
Metrics
NMI (physiology_12_hours)
NMI (physiology_24_hours)
NMI (physiology_6_hours)
Results
Performance results of various models on this benchmark
Model Name | NMI (physiology_12_hours) | NMI (physiology_24_hours) | NMI (physiology_6_hours) | Paper Title | Repository |
|---|---|---|---|---|---|
| k-means | 0.0384 | 0.0366 | 0.0411 | - | - |
| SOM-VAE | 0.0444 | 0.0354 | 0.0407 | SOM-VAE: Interpretable Discrete Representation Learning on Time Series | |
| SOM-VAE-prob | - | 0.0421 | 0.0474 | SOM-VAE: Interpretable Discrete Representation Learning on Time Series |
0 of 3 row(s) selected.