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Table 3 Comparison of performance in speed using the hybrid CBS and eCBS - 2

From: A model-based circular binary segmentation algorithm for the analysis of array CGH data

 

Time(sec.)

# of change-points

 

Array

eCBS

hybrid CBS

eCBS

hybrid CBS

# of same detection

GSM231848

52.26

226.7

557

607

531

GSM231849

62.27

227.5

1208

1217

1118

GSM231850

78.48

203.8

2383

2577

2296

GSM231851

43.87

166.8

123

117

109

GSM231852

57.34

181.0

101

142

100

GSM231853

41.62

259.2

455

520

420

GSM231854

53.16

245.0

968

1010

920

GSM231855

49.91

249.1

1091

1174

1017

*GSM231856

32.09

297.8

291

625

291

GSM231857

91.86

223.2

2163

2116

2041

GSM231858

94.39

203.1

2476

2483

2376

  1. The computation time and segmentation results using the hybrid CBS and eCBS in a human glioblastoma GBM study with 11 aCGH experiments. The time consumed in pre-segmentation was taken into consideration when eCBS was applied. Array GSM231856 is noted by a star (*) because the data is severely skewed and heavy-tailed. Thus, errors might occur.