FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2991140606> ?p ?o ?g. }

• W2991140606 abstract "To solve multiple classification problems with $M (geq$ 3) categories, many studies have been devoted using $N (geq lceillog_{2}Mrceil)$ binary $({0,1})$ classifiers, where these systems are known as binary Error-Correcting Output Codes (binary ECOC). As an extended version of the binary ECOC, the ternary $({0, *, 1})$ ECOC have also been discussed, where ternary classifiers classify data into positive examples when the element is 1, into negative examples when the element is 0, and no classification when the element is $*$. In this paper, we discuss the ternary ECOC system from the view point of the system evaluation model based on rate-distortion function. First, we discuss a table of M code words with length N which is given by a ternary matrix W of M rows and N columns. Next, by leveraging the benchmark data for multiclass document classification which is widely used in Japan, the relationships between the probability of classification error P e and the number of the ternary classifiers N for a given M are experimentally investigated. In addition, by assuming the M-dimensional Normal distribution for a classification data model, the relationship between P e and N for a given M is also examined. Finally, we show by the system evaluation model that the ternary ECOC systems have desirable properties such as “Flexible”, “Elastic”, and “Effective Elastic”, when M becomes large." @default.
• W2991140606 created "2019-12-05" @default.
• W2991140606 creator A5004873494 @default.
• W2991140606 creator A5015442126 @default.
• W2991140606 creator A5023595778 @default.
• W2991140606 creator A5025082609 @default.
• W2991140606 creator A5047903778 @default.
• W2991140606 creator A5069421930 @default.
• W2991140606 creator A5078029366 @default.
• W2991140606 date "2019-10-01" @default.
• W2991140606 modified "2023-10-01" @default.
• W2991140606 title "System Evaluation of Ternary Error-Correcting Output Codes for Multiclass Classification Problems*" @default.
• W2991140606 cites W1676820704 @default.
• W2991140606 cites W1977510203 @default.
• W2991140606 cites W2002800989 @default.
• W2991140606 cites W2062202755 @default.
• W2991140606 cites W2073817376 @default.
• W2991140606 cites W2101276256 @default.
• W2991140606 cites W2107210340 @default.
• W2991140606 cites W2144562310 @default.
• W2991140606 cites W2415179777 @default.
• W2991140606 cites W2400921766 @default.
• W2991140606 doi "https://doi.org/10.1109/smc.2019.8914295" @default.
• W2991140606 hasPublicationYear "2019" @default.
• W2991140606 type Work @default.
• W2991140606 sameAs 2991140606 @default.
• W2991140606 citedByCount "0" @default.
• W2991140606 crossrefType "proceedings-article" @default.
• W2991140606 hasAuthorship W2991140606A5004873494 @default.
• W2991140606 hasAuthorship W2991140606A5015442126 @default.
• W2991140606 hasAuthorship W2991140606A5023595778 @default.
• W2991140606 hasAuthorship W2991140606A5025082609 @default.
• W2991140606 hasAuthorship W2991140606A5047903778 @default.
• W2991140606 hasAuthorship W2991140606A5069421930 @default.
• W2991140606 hasAuthorship W2991140606A5078029366 @default.
• W2991140606 hasConcept C106487976 @default.
• W2991140606 hasConcept C11413529 @default.
• W2991140606 hasConcept C114614502 @default.
• W2991140606 hasConcept C118615104 @default.
• W2991140606 hasConcept C12267149 @default.
• W2991140606 hasConcept C123860398 @default.
• W2991140606 hasConcept C13280743 @default.
• W2991140606 hasConcept C135598885 @default.
• W2991140606 hasConcept C14036430 @default.
• W2991140606 hasConcept C153180895 @default.
• W2991140606 hasConcept C154945302 @default.
• W2991140606 hasConcept C159985019 @default.
• W2991140606 hasConcept C17744445 @default.
• W2991140606 hasConcept C185798385 @default.
• W2991140606 hasConcept C192562407 @default.
• W2991140606 hasConcept C199360897 @default.
• W2991140606 hasConcept C199539241 @default.
• W2991140606 hasConcept C200288055 @default.
• W2991140606 hasConcept C205649164 @default.
• W2991140606 hasConcept C2524010 @default.
• W2991140606 hasConcept C2779190172 @default.
• W2991140606 hasConcept C28719098 @default.
• W2991140606 hasConcept C33923547 @default.
• W2991140606 hasConcept C41008148 @default.
• W2991140606 hasConcept C48372109 @default.
• W2991140606 hasConcept C64452783 @default.
• W2991140606 hasConcept C66905080 @default.
• W2991140606 hasConcept C77088390 @default.
• W2991140606 hasConcept C78458016 @default.
• W2991140606 hasConcept C86803240 @default.
• W2991140606 hasConcept C94375191 @default.
• W2991140606 hasConceptScore W2991140606C106487976 @default.
• W2991140606 hasConceptScore W2991140606C11413529 @default.
• W2991140606 hasConceptScore W2991140606C114614502 @default.
• W2991140606 hasConceptScore W2991140606C118615104 @default.
• W2991140606 hasConceptScore W2991140606C12267149 @default.
• W2991140606 hasConceptScore W2991140606C123860398 @default.
• W2991140606 hasConceptScore W2991140606C13280743 @default.
• W2991140606 hasConceptScore W2991140606C135598885 @default.
• W2991140606 hasConceptScore W2991140606C14036430 @default.
• W2991140606 hasConceptScore W2991140606C153180895 @default.
• W2991140606 hasConceptScore W2991140606C154945302 @default.
• W2991140606 hasConceptScore W2991140606C159985019 @default.
• W2991140606 hasConceptScore W2991140606C17744445 @default.
• W2991140606 hasConceptScore W2991140606C185798385 @default.
• W2991140606 hasConceptScore W2991140606C192562407 @default.
• W2991140606 hasConceptScore W2991140606C199360897 @default.
• W2991140606 hasConceptScore W2991140606C199539241 @default.
• W2991140606 hasConceptScore W2991140606C200288055 @default.
• W2991140606 hasConceptScore W2991140606C205649164 @default.
• W2991140606 hasConceptScore W2991140606C2524010 @default.
• W2991140606 hasConceptScore W2991140606C2779190172 @default.
• W2991140606 hasConceptScore W2991140606C28719098 @default.
• W2991140606 hasConceptScore W2991140606C33923547 @default.
• W2991140606 hasConceptScore W2991140606C41008148 @default.
• W2991140606 hasConceptScore W2991140606C48372109 @default.
• W2991140606 hasConceptScore W2991140606C64452783 @default.
• W2991140606 hasConceptScore W2991140606C66905080 @default.
• W2991140606 hasConceptScore W2991140606C77088390 @default.
• W2991140606 hasConceptScore W2991140606C78458016 @default.
• W2991140606 hasConceptScore W2991140606C86803240 @default.
• W2991140606 hasConceptScore W2991140606C94375191 @default.
• W2991140606 hasLocation W29911406061 @default.
• W2991140606 hasOpenAccess W2991140606 @default.
• W2991140606 hasPrimaryLocation W29911406061 @default.

• next