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Table 5 Percent of times the mixture component was correctly selected

From: Segmentation and intensity estimation for microarray images with saturated pixels

K

% of saturated FG pixels

GMM0

CGMM

GMM1

2

10

100.0

100.0

99.0

 

40

100.0

100.0

76.3

 

70

100.0

100.0

82.7

3

10

100.0

100.0

100.0

 

40

100.0

100.0

95.0

 

70

100.0

99.5

68.9

  1. Percent of times the mixture component K was correctly selected by BIC in the regular Gaussian mixture model for complete, uncensored data (GMM0), the censored Gaussian mixture model for censored data, and the regular Gaussian mixture model for censored data (GMM1)