Cell-type classification on GSE84133 human 1 (Macro-F1)
96.1Macro-F1HSSE
Evaluation results
| Method | Links | |
|---|---|---|
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 96.1 | |
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 94.9 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 94.6 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 89.5 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 63.6 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 62.2 |