Matches in SemOpenAlex for { <https://semopenalex.org/work/W3151560871> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3151560871 abstract "Researchers in the field of protein secondary structure prediction use typical three states of secondary structures, namely: alpha helices (H) beta strands (E), and coils (C). The series of amino acids polymers linked together into adjacent chains are known as proteins. Protein secondary structure prediction is a fundamental step in determining the final structure and functions of a protein. In this work we developed a prediction machine for protein secondary structure. By investigating the amino acids benchmark data sets, it was observed that the data is grouped into two distinct states or groups almost 50% each. In this scheme, researchers classify any state which is not classified as helix or strands as coils. Hence, in this work a new way of looking to the data set is adopted. For this type of data, the Receiver Operating Characteristic (ROC) analysis is considered for analysing and interpreting the results of assessing the protein secondary structure classifier. The results revealed that ROC analysis showed similar results to that obtained using other non ROC classification methods. The ROC curves were able to discriminate the coil states from non-coil states by 72% prediction accuracy with very small standard error." @default.
- W3151560871 created "2021-04-13" @default.
- W3151560871 creator A5016316965 @default.
- W3151560871 date "2015-06-01" @default.
- W3151560871 modified "2023-09-27" @default.
- W3151560871 title "A Data Oriented Approach to Assess the Accuracy of a Protein Secondary Structure Predictor" @default.
- W3151560871 hasPublicationYear "2015" @default.
- W3151560871 type Work @default.
- W3151560871 sameAs 3151560871 @default.
- W3151560871 citedByCount "0" @default.
- W3151560871 crossrefType "journal-article" @default.
- W3151560871 hasAuthorship W3151560871A5016316965 @default.
- W3151560871 hasConcept C119145174 @default.
- W3151560871 hasConcept C119857082 @default.
- W3151560871 hasConcept C121332964 @default.
- W3151560871 hasConcept C124101348 @default.
- W3151560871 hasConcept C153180895 @default.
- W3151560871 hasConcept C154945302 @default.
- W3151560871 hasConcept C18051474 @default.
- W3151560871 hasConcept C184538305 @default.
- W3151560871 hasConcept C33923547 @default.
- W3151560871 hasConcept C41008148 @default.
- W3151560871 hasConcept C46141821 @default.
- W3151560871 hasConcept C47701112 @default.
- W3151560871 hasConcept C58471807 @default.
- W3151560871 hasConcept C62614982 @default.
- W3151560871 hasConcept C95623464 @default.
- W3151560871 hasConceptScore W3151560871C119145174 @default.
- W3151560871 hasConceptScore W3151560871C119857082 @default.
- W3151560871 hasConceptScore W3151560871C121332964 @default.
- W3151560871 hasConceptScore W3151560871C124101348 @default.
- W3151560871 hasConceptScore W3151560871C153180895 @default.
- W3151560871 hasConceptScore W3151560871C154945302 @default.
- W3151560871 hasConceptScore W3151560871C18051474 @default.
- W3151560871 hasConceptScore W3151560871C184538305 @default.
- W3151560871 hasConceptScore W3151560871C33923547 @default.
- W3151560871 hasConceptScore W3151560871C41008148 @default.
- W3151560871 hasConceptScore W3151560871C46141821 @default.
- W3151560871 hasConceptScore W3151560871C47701112 @default.
- W3151560871 hasConceptScore W3151560871C58471807 @default.
- W3151560871 hasConceptScore W3151560871C62614982 @default.
- W3151560871 hasConceptScore W3151560871C95623464 @default.
- W3151560871 hasIssue "2" @default.
- W3151560871 hasLocation W31515608711 @default.
- W3151560871 hasOpenAccess W3151560871 @default.
- W3151560871 hasPrimaryLocation W31515608711 @default.
- W3151560871 hasRelatedWork W121376361 @default.
- W3151560871 hasRelatedWork W1966345796 @default.
- W3151560871 hasRelatedWork W1978374115 @default.
- W3151560871 hasRelatedWork W1998289425 @default.
- W3151560871 hasRelatedWork W2053621743 @default.
- W3151560871 hasRelatedWork W2080488708 @default.
- W3151560871 hasRelatedWork W2087317522 @default.
- W3151560871 hasRelatedWork W2098819501 @default.
- W3151560871 hasRelatedWork W2104082190 @default.
- W3151560871 hasRelatedWork W2135468290 @default.
- W3151560871 hasRelatedWork W2157046483 @default.
- W3151560871 hasRelatedWork W2244018714 @default.
- W3151560871 hasRelatedWork W2257509594 @default.
- W3151560871 hasRelatedWork W2342838938 @default.
- W3151560871 hasRelatedWork W2507506981 @default.
- W3151560871 hasRelatedWork W2780156977 @default.
- W3151560871 hasRelatedWork W2805367630 @default.
- W3151560871 hasRelatedWork W3168669372 @default.
- W3151560871 hasRelatedWork W3195778380 @default.
- W3151560871 hasRelatedWork W2253225210 @default.
- W3151560871 hasVolume "16" @default.
- W3151560871 isParatext "false" @default.
- W3151560871 isRetracted "false" @default.
- W3151560871 magId "3151560871" @default.
- W3151560871 workType "article" @default.