For this prediction model, 6 factors (FEV1/FVC ratio, frequency of waking due to asthma symptoms, hs-CRP, eosinophil, basophil, weight, smoking condition) out of 18 input parameters were identified and used to classify the patients in five groups from low to high level of effect. The gene discussed is CRP; the disease is asthma.