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% | |||