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MQAPsingle: A quasi single‐model approach for estimation of the quality of individual protein structure models
Author(s) -
Pawlowski Marcin,
Kozlowski Lukasz,
Kloczkowski Andrzej
Publication year - 2016
Publication title -
proteins: structure, function, and bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.699
H-Index - 191
eISSN - 1097-0134
pISSN - 0887-3585
DOI - 10.1002/prot.24787
Subject(s) - ranking (information retrieval) , computer science , quality (philosophy) , estimation , cluster analysis , data mining , artificial intelligence , engineering , philosophy , systems engineering , epistemology
We present a Model Quality Assessment Program (MQAP), called MQAPsingle, for ranking and assessing the absolute global quality of single protein models. MQAPsingle is quasi single‐model MQAP, a method that combines advantages of both “pure” single‐model MQAPs and clustering MQAPs. This approach results in higher accuracy compared to the state‐of‐the‐art single‐model MQAPs. Notably, the prediction for a given model is the same regardless if this model is submitted to our server alone or together with other models. Proteins 2016; 84:1021–1028. © 2015 Wiley Periodicals, Inc.