Matches in SemOpenAlex for { <https://semopenalex.org/work/W2463831113> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2463831113 abstract "Error Correcting Output Code (ECOC) has emerged as one of promising techniques for solving multi-class classification. In the ECOC framework, a multi-class problem is decomposed into several binary ones with a coding design scheme. Despite this, the suitable multi-class decomposition scheme is still ongoing research in machine learning. In this work, we propose a novel multi-class coding design method to mine the effective and compact class codes for multi-class classification. For a given n-class problem, this method decomposes the classes into subsets by embedding a structure of binary trees. We put forward a novel splitting criterion based on minimizing generalization errors across the classes. Then, a greedy search procedure is applied to explore the optimal tree structure for the problem domain. We run experiments on many multi-class UCI datasets. The experimental results show that our proposed method can achieve better classification performance than the common ECOC design methods." @default.
- W2463831113 created "2016-07-22" @default.
- W2463831113 creator A5002320059 @default.
- W2463831113 creator A5024445738 @default.
- W2463831113 creator A5080169353 @default.
- W2463831113 date "2016-07-11" @default.
- W2463831113 modified "2023-09-23" @default.
- W2463831113 title "Mining discriminative class codes for multi-class classification based on minimizing generalization errors" @default.
- W2463831113 cites W1676820704 @default.
- W2463831113 cites W2019575783 @default.
- W2463831113 cites W2066245523 @default.
- W2463831113 cites W2133436028 @default.
- W2463831113 cites W2144562310 @default.
- W2463831113 cites W2167239631 @default.
- W2463831113 cites W2170892415 @default.
- W2463831113 cites W4251846076 @default.
- W2463831113 doi "https://doi.org/10.1117/12.2242257" @default.
- W2463831113 hasPublicationYear "2016" @default.
- W2463831113 type Work @default.
- W2463831113 sameAs 2463831113 @default.
- W2463831113 citedByCount "0" @default.
- W2463831113 crossrefType "proceedings-article" @default.
- W2463831113 hasAuthorship W2463831113A5002320059 @default.
- W2463831113 hasAuthorship W2463831113A5024445738 @default.
- W2463831113 hasAuthorship W2463831113A5080169353 @default.
- W2463831113 hasConcept C105795698 @default.
- W2463831113 hasConcept C11413529 @default.
- W2463831113 hasConcept C118615104 @default.
- W2463831113 hasConcept C119857082 @default.
- W2463831113 hasConcept C12267149 @default.
- W2463831113 hasConcept C123860398 @default.
- W2463831113 hasConcept C124101348 @default.
- W2463831113 hasConcept C134306372 @default.
- W2463831113 hasConcept C153180895 @default.
- W2463831113 hasConcept C154945302 @default.
- W2463831113 hasConcept C177148314 @default.
- W2463831113 hasConcept C179518139 @default.
- W2463831113 hasConcept C197855036 @default.
- W2463831113 hasConcept C2777044963 @default.
- W2463831113 hasConcept C2777212361 @default.
- W2463831113 hasConcept C33923547 @default.
- W2463831113 hasConcept C34872919 @default.
- W2463831113 hasConcept C41008148 @default.
- W2463831113 hasConcept C41608201 @default.
- W2463831113 hasConcept C48372109 @default.
- W2463831113 hasConcept C94375191 @default.
- W2463831113 hasConcept C97931131 @default.
- W2463831113 hasConceptScore W2463831113C105795698 @default.
- W2463831113 hasConceptScore W2463831113C11413529 @default.
- W2463831113 hasConceptScore W2463831113C118615104 @default.
- W2463831113 hasConceptScore W2463831113C119857082 @default.
- W2463831113 hasConceptScore W2463831113C12267149 @default.
- W2463831113 hasConceptScore W2463831113C123860398 @default.
- W2463831113 hasConceptScore W2463831113C124101348 @default.
- W2463831113 hasConceptScore W2463831113C134306372 @default.
- W2463831113 hasConceptScore W2463831113C153180895 @default.
- W2463831113 hasConceptScore W2463831113C154945302 @default.
- W2463831113 hasConceptScore W2463831113C177148314 @default.
- W2463831113 hasConceptScore W2463831113C179518139 @default.
- W2463831113 hasConceptScore W2463831113C197855036 @default.
- W2463831113 hasConceptScore W2463831113C2777044963 @default.
- W2463831113 hasConceptScore W2463831113C2777212361 @default.
- W2463831113 hasConceptScore W2463831113C33923547 @default.
- W2463831113 hasConceptScore W2463831113C34872919 @default.
- W2463831113 hasConceptScore W2463831113C41008148 @default.
- W2463831113 hasConceptScore W2463831113C41608201 @default.
- W2463831113 hasConceptScore W2463831113C48372109 @default.
- W2463831113 hasConceptScore W2463831113C94375191 @default.
- W2463831113 hasConceptScore W2463831113C97931131 @default.
- W2463831113 hasLocation W24638311131 @default.
- W2463831113 hasOpenAccess W2463831113 @default.
- W2463831113 hasPrimaryLocation W24638311131 @default.
- W2463831113 hasRelatedWork W1430938036 @default.
- W2463831113 hasRelatedWork W1561382655 @default.
- W2463831113 hasRelatedWork W1999100541 @default.
- W2463831113 hasRelatedWork W2059141953 @default.
- W2463831113 hasRelatedWork W2096352448 @default.
- W2463831113 hasRelatedWork W2152974479 @default.
- W2463831113 hasRelatedWork W2161389817 @default.
- W2463831113 hasRelatedWork W2259810445 @default.
- W2463831113 hasRelatedWork W2527197720 @default.
- W2463831113 hasRelatedWork W2548990236 @default.
- W2463831113 hasRelatedWork W2550538833 @default.
- W2463831113 hasRelatedWork W2909277183 @default.
- W2463831113 hasRelatedWork W2921677257 @default.
- W2463831113 hasRelatedWork W2943042167 @default.
- W2463831113 hasRelatedWork W2950967860 @default.
- W2463831113 hasRelatedWork W2964074547 @default.
- W2463831113 hasRelatedWork W3031349507 @default.
- W2463831113 hasRelatedWork W3153329352 @default.
- W2463831113 hasRelatedWork W3198999062 @default.
- W2463831113 hasRelatedWork W184141742 @default.
- W2463831113 isParatext "false" @default.
- W2463831113 isRetracted "false" @default.
- W2463831113 magId "2463831113" @default.
- W2463831113 workType "article" @default.