Fig. 3: Assessment of the MASHRisk score. | npj Digital Medicine

Fig. 3: Assessment of the MASHRisk score.

From: Harnessing machine learning for the development, validation, and prognostic evaluation of MASHRisk score: insights from a multicohort study

Fig. 3

Multivariate logistic regression in the training cohort (a), validation cohort (b), testing cohort 1 (c), and testing cohort 2 (d). Confusion matrices in the training cohort (e, left), validation cohort (f, left), testing cohort 1 (g, left), and testing cohort 2 (h, left). Assessment of the confusion matrices in the training cohort (e, right), validation cohort (f, right), testing cohort 1 (g, right), and testing cohort 2 (h, right). Spec specificity, Sens sensitivity, PPV positive predictive value, NPV negative predictive value, F1 F1 score, Prec precision, Rec recall, Prev prevalence, DP diagnostic probability, DR detection rate, BA balanced accuracy.

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