Table 2.
Dataset Distribution per Classes.
| Asthma | COPD | Healthy | |||
|---|---|---|---|---|---|
| Total number of samples | 5307 | 2485 | 1514 | 1308 | |
| Samples used for ANN development *2014–2015 | 3000 (56.53%) | 1267 (50.98%) | 689 (45.51%) | 1044 (79.82%) | |
| Samples used for fuzzy classifier development *2014–2015 | 657 (12.38%) | 359 (14.45%) | 189 (12.48%) | 109 (8.33%) | |
| Real – time testing in Pulmonary Clinic of Sarajevo *during 2016 | 1650 (31.09%) | 859 (34.57%) | 636 (42.01%) | 155 (11.85%) | |
| *Etymology of real – time testing data | |||||
| Sex | 896 Male | 754 Female | |||
| Age (Average) | 44.12 | 49.23 | |||
| Symptoms | 72.3% of subjects have 3 or more symptoms of disease | 81.6% of subjects have 3 or more symptoms of disease | |||
| Other diseases diagnosed | 15.7% | 13.1% | |||
| Consummation of medications during past 7 days | 54.2% | 49.7% | |||