Figure 1
From: Predicting phenotypes of asthma and eczema with machine learning
Comparison of machine learning methods. Performance comparison of different machine learning techniques in terms of area under the receiver operating characteristic curve in predicting current asthma (left panel), current wheeze (middle panel), and doctor's diagnosed eczema (right panel) using the whole feature set (demographic, environmental, genetic, lung function markers, and allergen sensitization). Results are out-of-bag predictions averaged over 100 bootstrap runs.