Cell type classification on COVID-PBMC celltype5
86F1 ScoreYOTO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| YOTOSelected genes=64, Model type=single-stage2025.12 | 86 | 85.1 | 80.9 | 90.9 | |
| YOTO#models=1, Number of selected genes=642025.12 | 86 | — | — | — | |
| mRMR-fSelected genes=642025.12 | 84.8 | 83.7 | 98.3 | 89 | |
| mRMR-f#models=6, Number of selected genes=642025.12 | 84.8 | — | — | — | |
| Block HSIC LassoSelected genes=642025.12 | 79.6 | 78.1 | 98.4 | 85.2 | |
| Block HSIC Lasso#models=6, Number of selected genes=642025.12 | 79.6 | — | — | — | |
| mRMR-rfSelected genes=642025.12 | 78.3 | 77.6 | 98.1 | 83.4 | |
| mRMR-rf#models=6, Number of selected genes=642025.12 | 78.3 | — | — | — | |
| PERSISTSelected genes=642025.12 | 76.5 | 85 | 95.8 | 78.1 | |
| PERSIST#models=3, Number of selected genes=642025.12 | 76.5 | — | — | — | |
| Seurat v3Selected genes=642025.12 | 54.5 | 57.7 | 88 | 59.3 | |
| Seurat v3#models=4, Number of selected genes=642025.12 | 54.5 | — | — | — | |
| SeuratSelected genes=642025.12 | 38.5 | 40.9 | 74.7 | 40.4 | |
| Seurat#models=4, Number of selected genes=642025.12 | 38.5 | — | — | — |