Cell type classification on VISp cell_types_25 (test)
0.942F1 ScoreYOTO
Evaluation Results
| Method | Links | |
|---|---|---|
| YOTONumber of Genes=2562025.12 | 0.942 | |
| PERSISTNumber of Genes=2562025.12 | 0.926 | |
| YOTONumber of Genes=1282025.12 | 0.92 | |
| Block HSIC LassoNumber of Genes=2562025.12 | 0.916 | |
| PERSISTNumber of Genes=1282025.12 | 0.916 | |
| Block HSIC LassoNumber of Genes=1282025.12 | 0.912 | |
| mRMR-rfNumber of Genes=2562025.12 | 0.911 | |
| mRMR-fNumber of Genes=2562025.12 | 0.904 | |
| Block HSIC LassoNumber of Genes=642025.12 | 0.901 | |
| YOTONumber of Genes=642025.12 | 0.901 | |
| mRMR-rfNumber of Genes=1282025.12 | 0.9 | |
| mRMR-fNumber of Genes=1282025.12 | 0.892 | |
| PERSISTNumber of Genes=642025.12 | 0.89 | |
| mRMR-rfNumber of Genes=642025.12 | 0.88 | |
| YOTONumber of Genes=322025.12 | 0.848 | |
| mRMR-rfNumber of Genes=322025.12 | 0.833 | |
| PERSISTNumber of Genes=322025.12 | 0.826 | |
| Block HSIC LassoNumber of Genes=322025.12 | 0.82 | |
| mRMR-fNumber of Genes=642025.12 | 0.811 | |
| SeuratNumber of Genes=2562025.12 | 0.795 | |
| SeuratNumber of Genes=1282025.12 | 0.774 | |
| Seurat v3Number of Genes=2562025.12 | 0.749 | |
| PERSISTNumber of Genes=162025.12 | 0.743 | |
| mRMR-fNumber of Genes=322025.12 | 0.685 | |
| mRMR-rfNumber of Genes=162025.12 | 0.672 | |
| SeuratNumber of Genes=642025.12 | 0.662 | |
| Seurat v3Number of Genes=1282025.12 | 0.655 | |
| Block HSIC LassoNumber of Genes=162025.12 | 0.644 | |
| YOTONumber of Genes=162025.12 | 0.64 | |
| Seurat v3Number of Genes=642025.12 | 0.492 | |
| SeuratNumber of Genes=322025.12 | 0.483 | |
| mRMR-fNumber of Genes=162025.12 | 0.456 | |
| SeuratNumber of Genes=162025.12 | 0.34 | |
| Seurat v3Number of Genes=322025.12 | 0.314 | |
| Seurat v3Number of Genes=162025.12 | 0.194 |