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Fig. 2 | Arthritis Research & Therapy

Fig. 2

From: Clinical predictors of response to methotrexate in patients with rheumatoid arthritis: a machine learning approach using clinical trial data

Fig. 2

Receiver-operating characteristic (ROC) curves of algorithms validated on the test set for the “DAS28-ESR” model (N = 410). The area under the curve (AUC) for the least absolute shrinkage and selection operator (LASSO; dashed) and random forests (RF; solid) methods validated on the test set were 0.79 and 0.68, respectively. LASSO, least absolute shrinkage and selection operator; RF, random forests

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