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Table 4 Prediction result for the best 5-marker panel

From: A neural network approach to multi-biomarker panel discovery by high-throughput plasma proteomics profiling of breast cancer

Predicted

Training Set

 

Testing Set

 

Validation Set

 
 

Cancer

Normal

Cancer

Normal

Cancer

Normal

Cancer

35

 

5

33

 

5

17

 

3

Normal

5

 

35

7

 

35

3

 

17

Precision

 

87.5%

  

86.84%

  

85%

 

Accuracy

 

87.5%

  

85%

  

85%

 

Sensitivity

 

87.5%

  

82.5%

  

85%

 

Specificity

 

87.5%

  

87.5%

  

85%

 
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BMC Proceedings

ISSN: 1753-6561

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