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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%