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Table 5 Zero Rule classifier performance

From: Mining housekeeping genes with a Naive Bayes classifier

  

Precision (%)

Recall (%)

F Measure (%)

Success Rate (%)

Root Mean Squared Error

Human

HK

0.0

0.0

0.0

84.92 ± 0.01

0.36 ± 0.01

 

TS

100.0

84.9

91.8

  

Mouse

HK

0.0

0.0

0.0

79.12 ± 0.01

0.41 ± 0.01

 

TS

100.0

79.1

88.3

  

Fruit fly

HK

0.0

0.0

0.0

83.74 ± 0.01

0.37 ± 0.01

 

TS

100.0

68.7

52.3

  
  1. HK = housekeeping, TS = tissue specific, null = not possible to calculate the value (a zero appears as the denominator of a division). See the Methods section for the definition of Precision, Recall, F Measure and Success Rate.