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Table 3 Discrimination and prediction accuracy of viral suppression in the EFV cohort by all models

From: A comparative study of logistic regression based machine learning techniques for prediction of early virological suppression in antiretroviral initiating HIV patients

MODEL AUROC AUPRC F1 % Accuracy % TP % TN % FP % FN
MTLR 0.878 (0.016) 0.892 0.93 92.9 66.1 26.8 6.9 0.2
PSSP 0.824 (0.02) 0.817 0.921 92.3 66.3 26.0 7.7 0
SLR 0.497 (0.09) 0.938 0.971 24.6 21.5 3.1 2.6 72.8