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Evaluation of the four machine learning algorithms based on the AUC curve. AUC, area under the curve. The area under the receiver operating characteristic curves; Lasso Regression, Ridge Regression, Random Forest (RF), and XGBoost (extreme gradient boosting). (A) cDMARDs. (B) Monotherapy. (C) Combination. (D) Adalimumab. (E) Etanercept. (F) Infliximab. (G) Rituximab. (H) Tocilizumab. (I) Abatacept.
