Cell-type classification on GSE67835 (Macro-F1)
94.9Macro-F1HSSE
Evaluation Results
| Method | Links | |
|---|---|---|
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 94.9 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 92.9 | |
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 92.6 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 87.9 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 79.9 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 70.7 |