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Fig. 5 | BMC Bioinformatics

Fig. 5

From: Time-resolved evaluation of compound repositioning predictions on a text-mined knowledge network

Fig. 5

Analysis of edge type importance to the overall model. a) Edge dropout analysis showing the reduction in AUROC metric when the edges are dropped out at rates of 25, 50, 75, and 100%. Error bars indicate 95% confidence interval over 5 replicates with different seeds for dropout. The 9 edge types that had the greatest reduction from 0 to 100% dropout are displayed. b) Edge replacement analysis showing changes in AUROC when edges are replaced with those of the same type from another year’s network. The top 9 edges that showed greatest loss in performance in the dropout analysis between 0 and 100% dropout are displayed

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