Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898830107> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2898830107 abstract "Extreme multi-label classification aims to learn a classifier that annotates an instance with a relevant subset of labels from an extremely large label set. Many existing solutions embed the label matrix to a low-dimensional linear subspace, or examine the relevance of a test instance to every label via a linear scan. In practice, however, those approaches can be computationally exorbitant. To alleviate this drawback, we propose a Block-wise Partitioning (BP) pretreatment that divides all instances into disjoint clusters, to each of which the most frequently tagged label subset is attached. One multi-label classifier is trained on one pair of instance and label clusters, and the label set of a test instance is predicted by first delivering it to the most appropriate instance cluster. Experiments on benchmark multi-label data sets reveal that BP pretreatment significantly reduces prediction time, and retains almost the same level of prediction accuracy." @default.
- W2898830107 created "2018-11-09" @default.
- W2898830107 creator A5010841999 @default.
- W2898830107 creator A5038922150 @default.
- W2898830107 creator A5049635087 @default.
- W2898830107 date "2018-11-04" @default.
- W2898830107 modified "2023-09-27" @default.
- W2898830107 title "Block-wise Partitioning for Extreme Multi-label Classification" @default.
- W2898830107 cites W1834987204 @default.
- W2898830107 cites W1940008012 @default.
- W2898830107 cites W2061873838 @default.
- W2898830107 cites W2068074736 @default.
- W2898830107 cites W2108598243 @default.
- W2898830107 cites W2135452169 @default.
- W2898830107 cites W2150385485 @default.
- W2898830107 cites W21938781 @default.
- W2898830107 cites W2362855512 @default.
- W2898830107 cites W2461743311 @default.
- W2898830107 cites W2740731087 @default.
- W2898830107 cites W2951238624 @default.
- W2898830107 cites W756166754 @default.
- W2898830107 hasPublicationYear "2018" @default.
- W2898830107 type Work @default.
- W2898830107 sameAs 2898830107 @default.
- W2898830107 citedByCount "1" @default.
- W2898830107 countsByYear W28988301072019 @default.
- W2898830107 crossrefType "posted-content" @default.
- W2898830107 hasAuthorship W2898830107A5010841999 @default.
- W2898830107 hasAuthorship W2898830107A5038922150 @default.
- W2898830107 hasAuthorship W2898830107A5049635087 @default.
- W2898830107 hasConcept C114614502 @default.
- W2898830107 hasConcept C119857082 @default.
- W2898830107 hasConcept C124101348 @default.
- W2898830107 hasConcept C13280743 @default.
- W2898830107 hasConcept C153180895 @default.
- W2898830107 hasConcept C154945302 @default.
- W2898830107 hasConcept C185798385 @default.
- W2898830107 hasConcept C205649164 @default.
- W2898830107 hasConcept C2524010 @default.
- W2898830107 hasConcept C2776482837 @default.
- W2898830107 hasConcept C2777210771 @default.
- W2898830107 hasConcept C32834561 @default.
- W2898830107 hasConcept C33923547 @default.
- W2898830107 hasConcept C41008148 @default.
- W2898830107 hasConcept C45340560 @default.
- W2898830107 hasConcept C95623464 @default.
- W2898830107 hasConceptScore W2898830107C114614502 @default.
- W2898830107 hasConceptScore W2898830107C119857082 @default.
- W2898830107 hasConceptScore W2898830107C124101348 @default.
- W2898830107 hasConceptScore W2898830107C13280743 @default.
- W2898830107 hasConceptScore W2898830107C153180895 @default.
- W2898830107 hasConceptScore W2898830107C154945302 @default.
- W2898830107 hasConceptScore W2898830107C185798385 @default.
- W2898830107 hasConceptScore W2898830107C205649164 @default.
- W2898830107 hasConceptScore W2898830107C2524010 @default.
- W2898830107 hasConceptScore W2898830107C2776482837 @default.
- W2898830107 hasConceptScore W2898830107C2777210771 @default.
- W2898830107 hasConceptScore W2898830107C32834561 @default.
- W2898830107 hasConceptScore W2898830107C33923547 @default.
- W2898830107 hasConceptScore W2898830107C41008148 @default.
- W2898830107 hasConceptScore W2898830107C45340560 @default.
- W2898830107 hasConceptScore W2898830107C95623464 @default.
- W2898830107 hasLocation W28988301071 @default.
- W2898830107 hasOpenAccess W2898830107 @default.
- W2898830107 hasPrimaryLocation W28988301071 @default.
- W2898830107 hasRelatedWork W190228827 @default.
- W2898830107 hasRelatedWork W2296593564 @default.
- W2898830107 hasRelatedWork W2405989770 @default.
- W2898830107 hasRelatedWork W2443284789 @default.
- W2898830107 hasRelatedWork W2600954207 @default.
- W2898830107 hasRelatedWork W2607224130 @default.
- W2898830107 hasRelatedWork W2751576135 @default.
- W2898830107 hasRelatedWork W2804068117 @default.
- W2898830107 hasRelatedWork W2892586683 @default.
- W2898830107 hasRelatedWork W2903612254 @default.
- W2898830107 hasRelatedWork W2906777920 @default.
- W2898830107 hasRelatedWork W2949481297 @default.
- W2898830107 hasRelatedWork W2951556607 @default.
- W2898830107 hasRelatedWork W2988566768 @default.
- W2898830107 hasRelatedWork W3004854375 @default.
- W2898830107 hasRelatedWork W3097634570 @default.
- W2898830107 hasRelatedWork W3131245832 @default.
- W2898830107 hasRelatedWork W3185809544 @default.
- W2898830107 hasRelatedWork W321937070 @default.
- W2898830107 hasRelatedWork W54079220 @default.
- W2898830107 isParatext "false" @default.
- W2898830107 isRetracted "false" @default.
- W2898830107 magId "2898830107" @default.
- W2898830107 workType "article" @default.