Skip to main content

Advertisement

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.