Clustering on All of Us EHR (Combined cohort)
69.5Accuracy (ACC)G-CEALS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| G-CEALSEmbedding dimension (|Z|)=22026.04 | 69.5 | 0.102 | 5.8 | |
| KmeansInput space=X2026.04 | 68.7 | 0.129 | 6.8 | |
| GMMInput space=X2026.04 | 68.4 | 0.086 | 4.3 | |
| KGG Ensemble2026.04 | 68.1 | 0.116 | 5.6 | |
| DKM2026.04 | 65.5 | 0.001 | 0.1 | |
| AE-CM2026.04 | 63.6 | 0.001 | 0 | |
| GMMInput space=Z2026.04 | 60.4 | 0.033 | 1 | |
| G-CEALS Ensemble (Z)2026.04 | 52.4 | 0.001 | 0.5 | |
| G-CEALSEmbedding dimension (|Z|)=102026.04 | 51.4 | 0 | 0.2 | |
| DEC2026.04 | 50.7 | 0 | 0 | |
| DEPICT2026.04 | 50.5 | 0 | 0 | |
| IDEC2026.04 | 50.3 | 0 | 0 | |
| KmeansInput space=Z2026.04 | 50 | -0.007 | 0.7 | |
| DynAE2026.04 | 50 | 0 | 0 |