Matches in SemOpenAlex for { <https://semopenalex.org/work/W3164920462> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W3164920462 endingPage "820" @default.
- W3164920462 startingPage "820" @default.
- W3164920462 abstract "Proteins are in the focus of research due to their importance as biological catalysts in various cellular processes and diseases. Since the experimental study of proteins is time-consuming and expensive, in silico prediction and analysis of proteins is common. Template-based prediction is the most reliable, which is why the aim of this study is to analyze how important are the primary features of proteins for their quality score. Statistical analysis shows that protein models with a resolution lower than 3 Å or R value lower than 0.25 have higher quality scores when compared individually to their counterparts. Machine learning algorithm random forest analysis also shows resolution to have the highest importance, while other features have lower but moderate importance scores. The exception is the presence of ligand in protein models, which does not have an effect on the global protein quality scores, both through statistical and machine learning analyses." @default.
- W3164920462 created "2021-06-07" @default.
- W3164920462 creator A5020887269 @default.
- W3164920462 creator A5049536946 @default.
- W3164920462 date "2021-04-25" @default.
- W3164920462 modified "2023-09-28" @default.
- W3164920462 title "Feature Importance in the Quality of Protein Templates" @default.
- W3164920462 doi "https://doi.org/10.21533/pen.v9i2.1830" @default.
- W3164920462 hasPublicationYear "2021" @default.
- W3164920462 type Work @default.
- W3164920462 sameAs 3164920462 @default.
- W3164920462 citedByCount "0" @default.
- W3164920462 crossrefType "journal-article" @default.
- W3164920462 hasAuthorship W3164920462A5020887269 @default.
- W3164920462 hasAuthorship W3164920462A5049536946 @default.
- W3164920462 hasBestOaLocation W31649204621 @default.
- W3164920462 hasConcept C104317684 @default.
- W3164920462 hasConcept C105795698 @default.
- W3164920462 hasConcept C111472728 @default.
- W3164920462 hasConcept C119857082 @default.
- W3164920462 hasConcept C138885662 @default.
- W3164920462 hasConcept C153180895 @default.
- W3164920462 hasConcept C154945302 @default.
- W3164920462 hasConcept C169258074 @default.
- W3164920462 hasConcept C199360897 @default.
- W3164920462 hasConcept C2775905019 @default.
- W3164920462 hasConcept C2776401178 @default.
- W3164920462 hasConcept C2779530757 @default.
- W3164920462 hasConcept C2986587452 @default.
- W3164920462 hasConcept C33923547 @default.
- W3164920462 hasConcept C41008148 @default.
- W3164920462 hasConcept C41895202 @default.
- W3164920462 hasConcept C55493867 @default.
- W3164920462 hasConcept C70721500 @default.
- W3164920462 hasConcept C82714645 @default.
- W3164920462 hasConcept C86803240 @default.
- W3164920462 hasConceptScore W3164920462C104317684 @default.
- W3164920462 hasConceptScore W3164920462C105795698 @default.
- W3164920462 hasConceptScore W3164920462C111472728 @default.
- W3164920462 hasConceptScore W3164920462C119857082 @default.
- W3164920462 hasConceptScore W3164920462C138885662 @default.
- W3164920462 hasConceptScore W3164920462C153180895 @default.
- W3164920462 hasConceptScore W3164920462C154945302 @default.
- W3164920462 hasConceptScore W3164920462C169258074 @default.
- W3164920462 hasConceptScore W3164920462C199360897 @default.
- W3164920462 hasConceptScore W3164920462C2775905019 @default.
- W3164920462 hasConceptScore W3164920462C2776401178 @default.
- W3164920462 hasConceptScore W3164920462C2779530757 @default.
- W3164920462 hasConceptScore W3164920462C2986587452 @default.
- W3164920462 hasConceptScore W3164920462C33923547 @default.
- W3164920462 hasConceptScore W3164920462C41008148 @default.
- W3164920462 hasConceptScore W3164920462C41895202 @default.
- W3164920462 hasConceptScore W3164920462C55493867 @default.
- W3164920462 hasConceptScore W3164920462C70721500 @default.
- W3164920462 hasConceptScore W3164920462C82714645 @default.
- W3164920462 hasConceptScore W3164920462C86803240 @default.
- W3164920462 hasIssue "2" @default.
- W3164920462 hasLocation W31649204621 @default.
- W3164920462 hasOpenAccess W3164920462 @default.
- W3164920462 hasPrimaryLocation W31649204621 @default.
- W3164920462 hasRelatedWork W10015831 @default.
- W3164920462 hasRelatedWork W10715555 @default.
- W3164920462 hasRelatedWork W11219696 @default.
- W3164920462 hasRelatedWork W12634471 @default.
- W3164920462 hasRelatedWork W13188192 @default.
- W3164920462 hasRelatedWork W13692438 @default.
- W3164920462 hasRelatedWork W728297 @default.
- W3164920462 hasRelatedWork W8610196 @default.
- W3164920462 hasRelatedWork W9481221 @default.
- W3164920462 hasRelatedWork W8458896 @default.
- W3164920462 hasVolume "9" @default.
- W3164920462 isParatext "false" @default.
- W3164920462 isRetracted "false" @default.
- W3164920462 magId "3164920462" @default.
- W3164920462 workType "article" @default.