Drug-Drug Interactions Prediction Using Fingerprint Only

Figure 6

Performance of the fingerprint- and text-based classifiers (random forest) under two types of tenfold cross-validation evaluated by the ROC and PR curves. (a) The ROC curve under the entire tenfold cross-validation; (b) the PR curve under the entire tenfold cross-validation; (c) the ROC curve on the ODIT test dataset under the composition tenfold cross-validation; (d) the PR curve on the ODIT test dataset under the composition tenfold cross-validation; (e) the ROC curve on the NDIT test dataset under the composition tenfold cross-validation; (f) the PR curve on the NDIT test dataset under the composition tenfold cross-validation.

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