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Figure 2 | Journal of Cheminformatics

Figure 2

From: A document classifier for medicinal chemistry publications trained on the ChEMBL corpus

Figure 2

Receiver operator characteristic curve and external validation performance (Pipeline Pilot model). The ROC curve generated by a Bayesian classifier (`Learn Good From Bad’ component) in the 80% - 20% stratified partition validation is shown in (A). The performance of this classifier in the test set is shown in (B). Abbreviations: Matthews Correlation Coefficient – MCC, Receiver Operator Characteristic – ROC.

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