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Table 2 Classification accuracy of the POP2 training data. The classification accuracy for each sub-class as calculated using threshold value t = 0.5.

From: MASQOT: a method for cDNA microarray spot quality control

Class

Number of spots

Classification accuracy (%)

not bad

35983

94.7

HIFI

942

98.7

LIFI

76

86.8

HIBI

987

96.5

LIBI

284

85.9

HIFI/HIBI

81

97.5

HIFI/LIBI

69

98.6

LIFI/HIBI

66

98.5

LIFI/LIBI

44

77.3

HIFI/LIFI

29

89.7

HIFI/LIFI/HIBI

62

100.0