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Table 2 Overall accuracy of CBN on the CDC dataset

From: A conformal Bayesian network for classification of Mycobacterium tuberculosis complex lineages

Predicted Lineage

   

Recall

Indo-Oceanic

M.africanum

M. bovis

Euro-American

EastAsian

EastAfrican Indian

  

0.998

4931

7

0

1

1

0

Indo-Oceanic

 

1.000

0

131

0

0

0

0

M. africanum

 

1.000

0

0

661

0

0

0

M. bovis

Actual Lineage

0.994

4

3

0

22897

127

11

Euro-American

 

1.000

0

0

0

0

4646

0

East Asian

 

0.995

0

0

0

7

0

1310

East African Indian

 
 

0.999

0.929

1.000

1.000

0.973

0.992

Precision

 
 

0.999

0.963

1.000

0.997

0.986

0.993

F-value

 
  1. This confusion matrix for CDC dataset shows precision, recall, and F-Value for each lineage achieved by the CBN. Diagonal elements represent correctly classified cases, and off-diagonal elements indicate misclassified records.