Matches in SemOpenAlex for { <https://semopenalex.org/work/W3182020192> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W3182020192 abstract "In the paper, we propose a novel methodology to map learning algorithms on data (performance map) in order to gain more insights in the distribution of their performances across their parameter space. This methodology provides useful information when selecting a learner's best configuration for the data at hand, and it also enhances the comparison of learners across learning contexts. In order to explain the proposed methodology, the study introduces the notions of learning context, performance map, and high performance function. It then applies these concepts to a variety of learning contexts to show how their use can provide more insights in a learner's behavior, and can enhance the comparison of learners across learning contexts. The study is completed by an extensive experimental study describing how the proposed methodology can be applied." @default.
- W3182020192 created "2021-07-19" @default.
- W3182020192 creator A5064499030 @default.
- W3182020192 date "2021-07-14" @default.
- W3182020192 modified "2023-09-27" @default.
- W3182020192 title "Mapping Learning Algorithms on Data, a useful step for optimizing performances and their comparison." @default.
- W3182020192 cites W122491097 @default.
- W3182020192 cites W1498313378 @default.
- W3182020192 cites W1504694836 @default.
- W3182020192 cites W1508862950 @default.
- W3182020192 cites W1890959722 @default.
- W3182020192 cites W1981780459 @default.
- W3182020192 cites W2014828134 @default.
- W3182020192 cites W2028569720 @default.
- W3182020192 cites W2101234009 @default.
- W3182020192 cites W2112081648 @default.
- W3182020192 cites W2119821739 @default.
- W3182020192 cites W2126430683 @default.
- W3182020192 cites W2146879413 @default.
- W3182020192 cites W2151554678 @default.
- W3182020192 cites W2152150600 @default.
- W3182020192 cites W2155653793 @default.
- W3182020192 cites W2165607334 @default.
- W3182020192 cites W2726140679 @default.
- W3182020192 cites W2793901280 @default.
- W3182020192 cites W2928714912 @default.
- W3182020192 cites W2946909103 @default.
- W3182020192 cites W2962683658 @default.
- W3182020192 cites W3121104085 @default.
- W3182020192 cites W3121506654 @default.
- W3182020192 cites W58130852 @default.
- W3182020192 cites W2004617458 @default.
- W3182020192 hasPublicationYear "2021" @default.
- W3182020192 type Work @default.
- W3182020192 sameAs 3182020192 @default.
- W3182020192 citedByCount "0" @default.
- W3182020192 crossrefType "posted-content" @default.
- W3182020192 hasAuthorship W3182020192A5064499030 @default.
- W3182020192 hasConcept C111919701 @default.
- W3182020192 hasConcept C119857082 @default.
- W3182020192 hasConcept C136197465 @default.
- W3182020192 hasConcept C14036430 @default.
- W3182020192 hasConcept C151730666 @default.
- W3182020192 hasConcept C154945302 @default.
- W3182020192 hasConcept C2778572836 @default.
- W3182020192 hasConcept C2779343474 @default.
- W3182020192 hasConcept C41008148 @default.
- W3182020192 hasConcept C78458016 @default.
- W3182020192 hasConcept C86803240 @default.
- W3182020192 hasConceptScore W3182020192C111919701 @default.
- W3182020192 hasConceptScore W3182020192C119857082 @default.
- W3182020192 hasConceptScore W3182020192C136197465 @default.
- W3182020192 hasConceptScore W3182020192C14036430 @default.
- W3182020192 hasConceptScore W3182020192C151730666 @default.
- W3182020192 hasConceptScore W3182020192C154945302 @default.
- W3182020192 hasConceptScore W3182020192C2778572836 @default.
- W3182020192 hasConceptScore W3182020192C2779343474 @default.
- W3182020192 hasConceptScore W3182020192C41008148 @default.
- W3182020192 hasConceptScore W3182020192C78458016 @default.
- W3182020192 hasConceptScore W3182020192C86803240 @default.
- W3182020192 hasLocation W31820201921 @default.
- W3182020192 hasOpenAccess W3182020192 @default.
- W3182020192 hasPrimaryLocation W31820201921 @default.
- W3182020192 hasRelatedWork W1507783158 @default.
- W3182020192 hasRelatedWork W1526264630 @default.
- W3182020192 hasRelatedWork W1535808447 @default.
- W3182020192 hasRelatedWork W1964537663 @default.
- W3182020192 hasRelatedWork W2030534614 @default.
- W3182020192 hasRelatedWork W2093716905 @default.
- W3182020192 hasRelatedWork W2112458651 @default.
- W3182020192 hasRelatedWork W2754868164 @default.
- W3182020192 hasRelatedWork W2802820061 @default.
- W3182020192 hasRelatedWork W2920387534 @default.
- W3182020192 hasRelatedWork W2946121501 @default.
- W3182020192 hasRelatedWork W3007723648 @default.
- W3182020192 hasRelatedWork W3029933717 @default.
- W3182020192 hasRelatedWork W3041133507 @default.
- W3182020192 hasRelatedWork W3049335548 @default.
- W3182020192 hasRelatedWork W3094478026 @default.
- W3182020192 hasRelatedWork W3098349984 @default.
- W3182020192 hasRelatedWork W3134020711 @default.
- W3182020192 hasRelatedWork W3166397055 @default.
- W3182020192 hasRelatedWork W3210230462 @default.
- W3182020192 isParatext "false" @default.
- W3182020192 isRetracted "false" @default.
- W3182020192 magId "3182020192" @default.
- W3182020192 workType "article" @default.