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Table 2 Estimation and validation data for NN.

From: Neuro-fuzzy classification of asthma and chronic obstructive pulmonary disease

Number of reports 1000    
Estimation set size 800    
Validation set size 200    
ESTIMATION SET  
  No. of reports True diagnosis False diagnosis % of true diagnosis
Asthma 350 348 2 99.43%
COPD 350 349 1 99.71%
Healthy 100 100 0 100%
  Average: 99.71%
VALIDATION SET   
  No. of reports True diagnosis False diagnosis % of true diagnosis
Asthma 74 72 2 97.30%
COPD 75 74 1 98.67%
Healthy 51 51 0 100%
  Average: 98.65%