Using support vector machines to improve elemental ion identification in macromolecular crystal structures
A method to automatically identify possible elemental ions in X-ray crystal structures has been extended to use support vector machine (SVM) classifiers trained on selected structures in the PDB, with significantly improved sensitivity over manually encoded heuristics.
| Main Authors: | , , |
|---|---|
| Format: | Online |
| Language: | English |
| Published: |
International Union of Crystallography
2015
|
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4427199/ |