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. 2021 Dec 11;14:52. doi: 10.1186/s13040-021-00284-5

Fig. 2.

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