Protein imputation on PBMC CITE-seq (3-fold CV)
0.2462MSEKCCA (Nyström) + Ridge head
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KCCA (Nyström) + Ridge headr/dim=302026.05 | 0.2462 | 0.3806 | 0.3574 | |
| DCCA + Ridge headr/dim=202026.05 | 0.2519 | 0.3827 | 0.348 | |
| Ridge2026.05 | 0.2541 | 0.3871 | 0.3429 | |
| PLSRr/dim=302026.05 | 0.2546 | 0.3876 | 0.3434 | |
| SLM-Manifold-Adaptiver/dim=302026.05 | 0.2586 | 0.3901 | 0.3363 | |
| BCD-SLMr/dim=302026.05 | 0.2589 | 0.3903 | 0.3359 | |
| PO2PLSr/dim=52026.05 | 0.4749 | 0.518 | 0.0041 |