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GIIA secreted phospholipase A2 (GIIA sPLA2) is a potent target for drug discovery. To distinguish the activity level of the inhibitors of GIIA sPLA2, we built 24 classification models by three machine learning algorithms including support vector machine (SVM), decision tree (DT), and random forest (RF) based on 452 compounds. The molecules were represented by CORINA descriptors, MACCS fingerprints,...
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