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Table 2 Summary of simulation parameters

From: Using DenseFly algorithm for cell searching on massive scRNA-seq datasets

Dataset

Note

# cells

# genes

# cell types

Dropout rate

SIM I

–

2000

10,000

5

0%

SIM II

Batch 1

1000

10,000

5

0%

SIM II

Batch 2

1000

10,000

5

0%

SIM III

SIM III-0

2000

10,000

5

0%

SIM III

SIM III-1

2000

10,000

5

15.44%

SIM III

SIM III-2

2000

10,000

5

25.15%

SIM III

SIM III-3

2000

10,000

5

35.28%

SIM III

SIM III-4

2000

10,000

5

43.41%

SIM III

SIM III-5

2000

10,000

5

53.60%

  1. Simulation parameters of SIM I, SIM II, and SIM III. Cell numbers, gene numbers, cell type numbers, and dropout rates are taken into considerations. More detail about the datasets can be found in Additional file 1