Fig. 4From: A diagnostic model for sepsis-induced acute lung injury using a consensus machine learning approach and its therapeutic implicationsThe performance of each feature selection method. A Elastic net utilizing 27 genes. B svm utilizing 29 genes. C Random forest utilizing 20 genes. D XGBoost utilizing 33 genes. E Ensemble approach utilizing 53 genes. F Average cross validated ROC for overlapping genes selected by four feature selection methods on the validation setBack to article page