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The Impact of Protein Structure and Sequence Similarity on the Accuracy of Machine-Learning Scoring Functions for Binding Affinity Prediction

It has recently been claimed that the outstanding performance of machine-learning scoring functions (SFs) is exclusively due to the presence of training complexes with highly similar proteins to those in the test set. Here, we revisit this question using 24 similarity-based training sets, a widely u...

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Detaylı Bibliyografya
Yayımlandı:Biomolecules
Asıl Yazarlar: Li, Hongjian, Peng, Jiangjun, Leung, Yee, Leung, Kwong-Sak, Wong, Man-Hon, Lu, Gang, Ballester, Pedro J.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI 2018
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5871981/
https://ncbi.nlm.nih.gov/pubmed/29538331
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/biom8010012
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