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Fig. 7 | Journal of Translational Medicine

Fig. 7

From: Incorporating knowledge of disease-defining hub genes and regulatory network into a machine learning-based model for predicting treatment response in lupus nephritis after the first renal flare

Fig. 7

Prediction models of treatment response in the eight DDCs. A ROC curves of LASSO prediction models in the training, testing, and entire datasets for the eight DDCs. In each model, predictive genes are selected through LASSO algorithms separately. AUC is shown in each plot. B Confusion matrix for the eight prediction models in the validation cohort (GSE113342). C Values of precision, recall, and F1 score for the eight prediction models in the validation cohort

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