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Table 1 Parameter settings corresponding to respective datasets in our experiment

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