Fig. 5From: Machine learning for prediction of asthma exacerbations among asthmatic patients: a systematic review and meta-analysisThe overall pooled AUROC of machine learning prediction models stratified by logistic regression (a), boosting (b), and random forest (c) methodsBack to article page