Fig. 2

Data Visualization of machine learning model performance. A ROC curve and (B) PR curve. Comparisons of genomic prediction performances of RA and SLE by machine learning models. RA: rheumatoid arthritis; SLE: systemic lupus erythematosus; LR: logistic regression; RF: random forest; SVM: support vector machine; GTB: gradient tree boosting; XGM: extreme gradient boosting; AUC: area under the curve