From: Neuro-fuzzy classification of asthma and chronic obstructive pulmonary disease
Number of reports | 1000 | Â | Â | Â |
Estimation set size | 800 | Â | Â | Â |
Validation set size | 200 | Â | Â | Â |
ESTIMATION SET | Â | |||
 | 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 | Â | Â | ||
 | 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% |