FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2018596598> ?p ?o ?g. }

• W2018596598 endingPage "1403" @default.
• W2018596598 startingPage "1396" @default.
• W2018596598 abstract "Different from the conventional evaluation criteria using performance measures, information theory based criteria present a unique beneficial feature in applications of machine learning. However, we are still far from possessing an in-depth understanding of the “entropy” type criteria, say, in relation to the conventional performance-based criteria. This paper studies generic classification problems, which include a rejected, or unknown, class. We present the basic formulas and schematic diagram of classification learning based on information theory. A closed-form equation is derived between the normalized mutual information and the augmented confusion matrix for the generic classification problems. Three theorems and one set of sensitivity equations are given for studying the relations between mutual information and conventional performance indices. We also present numerical examples and several discussions related to advantages and limitations of mutual information criteria in comparison with the conventional criteria." @default.
• W2018596598 created "2016-06-24" @default.
• W2018596598 creator A5019329695 @default.
• W2018596598 creator A5053342893 @default.
• W2018596598 date "2008-11-01" @default.
• W2018596598 modified "2023-10-10" @default.
• W2018596598 title "Evaluation Criteria Based on Mutual Information for Classifications Including Rejected Class" @default.
• W2018596598 cites W1804536132 @default.
• W2018596598 cites W2026335156 @default.
• W2018596598 cites W2034432063 @default.
• W2018596598 cites W2041136905 @default.
• W2018596598 cites W2070266031 @default.
• W2018596598 cites W2089114844 @default.
• W2018596598 cites W2099741732 @default.
• W2018596598 cites W2105804042 @default.
• W2018596598 cites W2113890143 @default.
• W2018596598 cites W2122925692 @default.
• W2018596598 cites W2129000925 @default.
• W2018596598 cites W2149772057 @default.
• W2018596598 cites W2154053567 @default.
• W2018596598 cites W4236137412 @default.
• W2018596598 doi "https://doi.org/10.1016/s1874-1029(08)60061-0" @default.
• W2018596598 hasPublicationYear "2008" @default.
• W2018596598 type Work @default.
• W2018596598 sameAs 2018596598 @default.
• W2018596598 citedByCount "14" @default.
• W2018596598 countsByYear W20185965982014 @default.
• W2018596598 countsByYear W20185965982015 @default.
• W2018596598 countsByYear W20185965982018 @default.
• W2018596598 countsByYear W20185965982019 @default.
• W2018596598 crossrefType "journal-article" @default.
• W2018596598 hasAuthorship W2018596598A5019329695 @default.
• W2018596598 hasAuthorship W2018596598A5053342893 @default.
• W2018596598 hasConcept C105795698 @default.
• W2018596598 hasConcept C106301342 @default.
• W2018596598 hasConcept C11171543 @default.
• W2018596598 hasConcept C119857082 @default.
• W2018596598 hasConcept C121332964 @default.
• W2018596598 hasConcept C124101348 @default.
• W2018596598 hasConcept C127413603 @default.
• W2018596598 hasConcept C138602881 @default.
• W2018596598 hasConcept C138885662 @default.
• W2018596598 hasConcept C152139883 @default.
• W2018596598 hasConcept C154945302 @default.
• W2018596598 hasConcept C15744967 @default.
• W2018596598 hasConcept C177264268 @default.
• W2018596598 hasConcept C192328126 @default.
• W2018596598 hasConcept C199360897 @default.
• W2018596598 hasConcept C24326235 @default.
• W2018596598 hasConcept C25343380 @default.
• W2018596598 hasConcept C2776401178 @default.
• W2018596598 hasConcept C2777212361 @default.
• W2018596598 hasConcept C2781140086 @default.
• W2018596598 hasConcept C33923547 @default.
• W2018596598 hasConcept C38764148 @default.
• W2018596598 hasConcept C41008148 @default.
• W2018596598 hasConcept C41895202 @default.
• W2018596598 hasConcept C52622258 @default.
• W2018596598 hasConcept C62520636 @default.
• W2018596598 hasConceptScore W2018596598C105795698 @default.
• W2018596598 hasConceptScore W2018596598C106301342 @default.
• W2018596598 hasConceptScore W2018596598C11171543 @default.
• W2018596598 hasConceptScore W2018596598C119857082 @default.
• W2018596598 hasConceptScore W2018596598C121332964 @default.
• W2018596598 hasConceptScore W2018596598C124101348 @default.
• W2018596598 hasConceptScore W2018596598C127413603 @default.
• W2018596598 hasConceptScore W2018596598C138602881 @default.
• W2018596598 hasConceptScore W2018596598C138885662 @default.
• W2018596598 hasConceptScore W2018596598C152139883 @default.
• W2018596598 hasConceptScore W2018596598C154945302 @default.
• W2018596598 hasConceptScore W2018596598C15744967 @default.
• W2018596598 hasConceptScore W2018596598C177264268 @default.
• W2018596598 hasConceptScore W2018596598C192328126 @default.
• W2018596598 hasConceptScore W2018596598C199360897 @default.
• W2018596598 hasConceptScore W2018596598C24326235 @default.
• W2018596598 hasConceptScore W2018596598C25343380 @default.
• W2018596598 hasConceptScore W2018596598C2776401178 @default.
• W2018596598 hasConceptScore W2018596598C2777212361 @default.
• W2018596598 hasConceptScore W2018596598C2781140086 @default.
• W2018596598 hasConceptScore W2018596598C33923547 @default.
• W2018596598 hasConceptScore W2018596598C38764148 @default.
• W2018596598 hasConceptScore W2018596598C41008148 @default.
• W2018596598 hasConceptScore W2018596598C41895202 @default.
• W2018596598 hasConceptScore W2018596598C52622258 @default.
• W2018596598 hasConceptScore W2018596598C62520636 @default.
• W2018596598 hasIssue "11" @default.
• W2018596598 hasLocation W20185965981 @default.
• W2018596598 hasOpenAccess W2018596598 @default.
• W2018596598 hasPrimaryLocation W20185965981 @default.
• W2018596598 hasRelatedWork W2057609120 @default.
• W2018596598 hasRelatedWork W2111510771 @default.
• W2018596598 hasRelatedWork W2793497193 @default.
• W2018596598 hasRelatedWork W2920676536 @default.
• W2018596598 hasRelatedWork W2996336810 @default.
• W2018596598 hasRelatedWork W3124771927 @default.
• W2018596598 hasRelatedWork W3212925274 @default.
• W2018596598 hasRelatedWork W4225940264 @default.
• W2018596598 hasRelatedWork W4313429060 @default.

• next