3D-Jury: a simple approach to improve protein structure predictions
Indexed incrossrefdoajpubmed
Abstract
MOTIVATION: Consensus structure prediction methods (meta-predictors) have higher accuracy than individual structure prediction algorithms (their components). The goal for the development of the 3D-Jury system is to create a simple but powerful procedure for generating meta-predictions using variable sets of models obtained from diverse sources. The resulting protocol should help to improve the quality of structural annotations of novel proteins. RESULTS: The 3D-Jury system generates meta-predictions from sets of models created using variable methods. It is not necessary to know prior characteristics of the methods. The system is able to utilize immediately new components (additional prediction providers). The…
Citation impact
727
total citations
- FWCI
- 21.42
- Percentile
- 100%
- References
- 20
Citations per year
Authors
4Topics & keywords
Topics
Keywords
- Computer science
- Simple (philosophy)
- Jury
- Protocol (science)
- Data mining
- Variable (mathematics)
- Artificial intelligence
- Machine learning
No related works found for this paper.