AUC, area under the curve; EBC, exhaled breath condensate; LefSe, linear discriminant analysis effect size; GBM, gradient boosting machine; ANN, artificial neural network; SD, standard deviation

Table 3. Common important features between the top 50 ranked features in GBM and ANN asthma models