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Table 4 Average correct classification rates by component mean distance

From: A statistical approach for identifying differential distributions in single-cell RNA-seq experiments

Sample size

Gene category

Component mean distance Δ μ

  

2

3

4

5

6

50

DP

0.02

0.20

0.78

0.94

0.98

 

DM

0.10

0.23

0.59

0.81

0.89

 

DB

0.08

0.22

0.59

0.80

0.80

75

DP

0.02

0.18

0.77

0.94

0.97

 

DM

0.08

0.27

0.69

0.86

0.90

 

DB

0.09

0.29

0.71

0.83

0.84

100

DP

0.03

0.16

0.74

0.93

0.95

 

DM

0.10

0.32

0.76

0.87

0.91

 

DB

0.08

0.32

0.80

0.85

0.84

500

DP

0.01

0.15

0.72

0.91

0.93

 

DM

0.12

0.33

0.72

0.85

0.89

 

DB

0.03

0.43

0.85

0.85

0.85

  1. Average correct classification rates stratified by Δ μ . Averages are calculated over 20 replications. Standard errors were <0.025 (not shown)
  2. DB both differential modality and different component means, DM differential modality, DP differential proportion
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Genome Biology

ISSN: 1474-760X

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