Fig. 4From: Comparison and development of machine learning tools for the prediction of chronic obstructive pulmonary disease in the Chinese populationAnalysis of the importance of each feature. The histogram describes the relative importance of 9 SNPs and 5 clinical features in the XGboost model. The relative importance is quantified by assigning a weight between 0 and 1000 for each variableBack to article page