Fig. 3
From: An ensemble learning approach for modeling the systems biology of drug-induced injury
Results of the classifier based on gene sets from DisGeNET DILI phenotypes in the testing set. The machine learning algorithm used was Random Forest. Each row corresponds to the mean performance of 10 models trained using the PHH gene expression of the genes associated to each DILI phenotype. The “Mean” row corresponds to the average performance of each metric for all the phenotypes