Figure 3From: A document classifier for medicinal chemistry publications trained on the ChEMBL corpusROC curve and external validation performance (KNIME model). The ROC curves were generated by a Random Forest model (`Tree Ensemble Learner’ node). Plot A shows the ROC curve for the out-of-bag classification. Plot B shows the ROC curve for the 80% - 20% stratified cross validation.Back to article page