From: ScLRTC: imputation for single-cell RNA-seq data via low-rank tensor completion
Dataset | K | P | α | ρ | epsilon |
---|---|---|---|---|---|
Pollen | 10 | 10 | [1 1e-1 2e-3] | 1e-5 | 1e-2 |
Usoskin | 8 | 8 | [1 1e-2 1e-3] | 1e-5 | 1e-2 |
Yan | 5 | 5 | [1 1e-2 2e-3] | 1e-5 | 1e-2 |
Zeisel | 20 | 20 | [1 1e-2 1e-3] | 1e-5 | 1e-2 |
Mouse | 10 | 10 | [1 1e-2 1e-3] | 1e-5 | 1e-2 |
PBMC | 10 | 10 | [1 1e-2 1e-3] | 1e-5 | 1e-3 |
Chen | 10 | 10 | [1 1e-2 1e-3] | 1e-5 | 1e-3 |
Loh | 11 | 11 | [1 1e-2 2e-3] | 2e-4 | 1e-2 |
Petropoulos | 10 | 10 | [1 1e-2 1e-3] | 1e-5 | 1e-2 |
Simulation dataset | 15 | 8 | [1 1e-1 1e-3] | 1e-5 | 1e-5 |