Clustering on All of Us EHR (Female cohort)
79.1AccuracyKGG Ensemble
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KGG Ensemble2026.04 | 79.1 | 0.322 | 0.218 | |
| GMMInput space=X2026.04 | 76.8 | 0.232 | 0.111 | |
| GMMInput space=Z2026.04 | 74.8 | 0.108 | 0.032 | |
| G-CEALSEmbedding dimension (|Z|)=102026.04 | 74.4 | 0.22 | 0.132 | |
| G-CEALS Ensemble (Z)2026.04 | 74.3 | 0.23 | 0.148 | |
| KmeansInput space=X2026.04 | 72.2 | 0.159 | 0.071 | |
| G-CEALSEmbedding dimension (|Z|)=22026.04 | 70.3 | 0.123 | 0.07 | |
| DEPICT2026.04 | 68 | 0.126 | 0.078 | |
| IDEC2026.04 | 67.7 | 0.123 | 0.078 | |
| DEC2026.04 | 67.6 | 0.122 | 0.081 | |
| KmeansInput space=Z2026.04 | 66.2 | 0.056 | 0.013 | |
| AE-CM2026.04 | 66.1 | 0.038 | 0.015 | |
| DKM2026.04 | 65.4 | 0 | 0 | |
| DynAE2026.04 | 60.3 | 0.023 | 0.005 |