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Experimental Uncertainty in Training Data for Protein-Ligand Binding Affinity Prediction Models

The accuracy of machine learning models for protein-ligand binding affinity prediction depends on the quality of the experimental data they are trained on. Most of these models are trained and tested on different subsets of the PDBbind database, which is the main source of protein-ligand complexes w...

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Bibliografiske detaljer
Principais autores: Carlos A. Hernández-Garrido, Norberto Sánchez-Cruz
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2023-12-01
Serier:Artificial Intelligence in the Life Sciences
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Online adgang:http://www.sciencedirect.com/science/article/pii/S2667318523000314
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