Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894180658> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2894180658 abstract "The Critical Assessment of protein Function Annotation algorithms (CAFA) is a large-scale experiment for assessing the computational models for automated function prediction (AFP). The models presented in CAFA have shown excellent promise in terms of prediction accuracy, but quality assurance has been paid relatively less attention. The main challenge associated with conducting systematic testing on AFP software is the lack of a test oracle, which determines passing or failing of a test case; unfortunately, the exact expected outcomes are not well defined for the AFP task. Thus, AFP tools face the oracle problem. Metamorphic testing (MT) is a technique used to test programs that face the oracle problem using metamorphic relations (MRs). A MR determines whether a test has passed or failed by specifying how the output should change according to a specific change made to the input. In this work, we use MT to test nine CAFA2 AFP tools by defining a set of MRs that apply input transformations at the protein-level. According to our initial testing, we observe that several tools fail all the test cases and two tools pass all the test cases on different GO ontologies." @default.
- W2894180658 created "2018-10-05" @default.
- W2894180658 creator A5010719226 @default.
- W2894180658 creator A5030865383 @default.
- W2894180658 creator A5032899160 @default.
- W2894180658 creator A5050103951 @default.
- W2894180658 creator A5083120673 @default.
- W2894180658 date "2018-08-29" @default.
- W2894180658 modified "2023-09-25" @default.
- W2894180658 title "A look back at the quality of Protein Function Prediction tools in CAFA" @default.
- W2894180658 doi "https://doi.org/10.7287/peerj.preprints.27161v1" @default.
- W2894180658 hasPublicationYear "2018" @default.
- W2894180658 type Work @default.
- W2894180658 sameAs 2894180658 @default.
- W2894180658 citedByCount "0" @default.
- W2894180658 crossrefType "posted-content" @default.
- W2894180658 hasAuthorship W2894180658A5010719226 @default.
- W2894180658 hasAuthorship W2894180658A5030865383 @default.
- W2894180658 hasAuthorship W2894180658A5032899160 @default.
- W2894180658 hasAuthorship W2894180658A5050103951 @default.
- W2894180658 hasAuthorship W2894180658A5083120673 @default.
- W2894180658 hasBestOaLocation W28941806581 @default.
- W2894180658 hasConcept C106436119 @default.
- W2894180658 hasConcept C111472728 @default.
- W2894180658 hasConcept C115903868 @default.
- W2894180658 hasConcept C127413603 @default.
- W2894180658 hasConcept C138885662 @default.
- W2894180658 hasConcept C14036430 @default.
- W2894180658 hasConcept C151730666 @default.
- W2894180658 hasConcept C154945302 @default.
- W2894180658 hasConcept C169903167 @default.
- W2894180658 hasConcept C177264268 @default.
- W2894180658 hasConcept C199360897 @default.
- W2894180658 hasConcept C201995342 @default.
- W2894180658 hasConcept C21547014 @default.
- W2894180658 hasConcept C2776321320 @default.
- W2894180658 hasConcept C2777267654 @default.
- W2894180658 hasConcept C2777904410 @default.
- W2894180658 hasConcept C2778618615 @default.
- W2894180658 hasConcept C2779530757 @default.
- W2894180658 hasConcept C2780451532 @default.
- W2894180658 hasConcept C41008148 @default.
- W2894180658 hasConcept C55166926 @default.
- W2894180658 hasConcept C78458016 @default.
- W2894180658 hasConcept C86803240 @default.
- W2894180658 hasConceptScore W2894180658C106436119 @default.
- W2894180658 hasConceptScore W2894180658C111472728 @default.
- W2894180658 hasConceptScore W2894180658C115903868 @default.
- W2894180658 hasConceptScore W2894180658C127413603 @default.
- W2894180658 hasConceptScore W2894180658C138885662 @default.
- W2894180658 hasConceptScore W2894180658C14036430 @default.
- W2894180658 hasConceptScore W2894180658C151730666 @default.
- W2894180658 hasConceptScore W2894180658C154945302 @default.
- W2894180658 hasConceptScore W2894180658C169903167 @default.
- W2894180658 hasConceptScore W2894180658C177264268 @default.
- W2894180658 hasConceptScore W2894180658C199360897 @default.
- W2894180658 hasConceptScore W2894180658C201995342 @default.
- W2894180658 hasConceptScore W2894180658C21547014 @default.
- W2894180658 hasConceptScore W2894180658C2776321320 @default.
- W2894180658 hasConceptScore W2894180658C2777267654 @default.
- W2894180658 hasConceptScore W2894180658C2777904410 @default.
- W2894180658 hasConceptScore W2894180658C2778618615 @default.
- W2894180658 hasConceptScore W2894180658C2779530757 @default.
- W2894180658 hasConceptScore W2894180658C2780451532 @default.
- W2894180658 hasConceptScore W2894180658C41008148 @default.
- W2894180658 hasConceptScore W2894180658C55166926 @default.
- W2894180658 hasConceptScore W2894180658C78458016 @default.
- W2894180658 hasConceptScore W2894180658C86803240 @default.
- W2894180658 hasLocation W28941806581 @default.
- W2894180658 hasOpenAccess W2894180658 @default.
- W2894180658 hasPrimaryLocation W28941806581 @default.
- W2894180658 hasRelatedWork W1502007822 @default.
- W2894180658 hasRelatedWork W2006794885 @default.
- W2894180658 hasRelatedWork W2116911522 @default.
- W2894180658 hasRelatedWork W2349417464 @default.
- W2894180658 hasRelatedWork W2357894502 @default.
- W2894180658 hasRelatedWork W2360553097 @default.
- W2894180658 hasRelatedWork W2365675775 @default.
- W2894180658 hasRelatedWork W2393660009 @default.
- W2894180658 hasRelatedWork W3045585977 @default.
- W2894180658 hasRelatedWork W80744356 @default.
- W2894180658 isParatext "false" @default.
- W2894180658 isRetracted "false" @default.
- W2894180658 magId "2894180658" @default.
- W2894180658 workType "article" @default.