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Table 1 Number of global clusters identified by each algorithm after excluding small clusters containing less than 0.5% of the total number of cells across all samples

From: A non-parametric Bayesian model for joint cell clustering and cluster matching: identification of anomalous sample phenotypes with random effects

 

Purdue

AML tubes

  

2

3

4

5

6

7

All

ASPIRE

12

9

18

21

10

8

17

83

DPGMM

50

49

47

42

56

47

52

283

FLAME

4

-

-

-

-

-

-

-

flowPeaks

4

6

6

10

5

4

7

38

HDPGMM

16

58

68

68

60

80

54

388

  1. Reported values are modes of ten repetitions. FLAME results for the AML data set are not included as FLAME produced errors on many of the samples in this data set.
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BMC Bioinformatics

ISSN: 1471-2105

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