Matches in SemOpenAlex for { <https://semopenalex.org/work/W1567461757> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W1567461757 abstract "The number of features to be considered in a text classification system is given by the size of the vocabulary and this is normally in the range of the tens or hundreds of thousands even for small tasks. This leads to parameter estimation problems for statistical based methods and countermeasures have to be found. One of the most widely used methods consists of reducing the size of the vocabulary according to a well defined criterion in order to be able to reliably estimate the set of parameters. In the field of language modeling this problem is also encountered and several smoothing techniques have been developed. In this paper we show that using the full vocabulary together with a suitable choice of the smoothing technique for the text classification task obtains better results than the standard feature selection techniques." @default.
- W1567461757 created "2016-06-24" @default.
- W1567461757 creator A5040605861 @default.
- W1567461757 creator A5067037708 @default.
- W1567461757 creator A5073107684 @default.
- W1567461757 creator A5087367411 @default.
- W1567461757 date "2004-01-01" @default.
- W1567461757 modified "2023-09-23" @default.
- W1567461757 title "Effect of Feature Smoothing Methods in Text Classification Tasks" @default.
- W1567461757 cites W1497026191 @default.
- W1567461757 cites W1550206324 @default.
- W1567461757 cites W1995945562 @default.
- W1567461757 cites W201917955 @default.
- W1567461757 cites W202303397 @default.
- W1567461757 cites W2097089247 @default.
- W1567461757 cites W2099111195 @default.
- W1567461757 cites W2435251607 @default.
- W1567461757 cites W2799061466 @default.
- W1567461757 cites W2895108937 @default.
- W1567461757 cites W2950186769 @default.
- W1567461757 cites W65718221 @default.
- W1567461757 doi "https://doi.org/10.5220/0002682001080117" @default.
- W1567461757 hasPublicationYear "2004" @default.
- W1567461757 type Work @default.
- W1567461757 sameAs 1567461757 @default.
- W1567461757 citedByCount "5" @default.
- W1567461757 countsByYear W15674617572015 @default.
- W1567461757 crossrefType "proceedings-article" @default.
- W1567461757 hasAuthorship W1567461757A5040605861 @default.
- W1567461757 hasAuthorship W1567461757A5067037708 @default.
- W1567461757 hasAuthorship W1567461757A5073107684 @default.
- W1567461757 hasAuthorship W1567461757A5087367411 @default.
- W1567461757 hasBestOaLocation W15674617571 @default.
- W1567461757 hasConcept C138885662 @default.
- W1567461757 hasConcept C153180895 @default.
- W1567461757 hasConcept C154945302 @default.
- W1567461757 hasConcept C204321447 @default.
- W1567461757 hasConcept C2776401178 @default.
- W1567461757 hasConcept C31972630 @default.
- W1567461757 hasConcept C3770464 @default.
- W1567461757 hasConcept C41008148 @default.
- W1567461757 hasConcept C41895202 @default.
- W1567461757 hasConcept C52622490 @default.
- W1567461757 hasConceptScore W1567461757C138885662 @default.
- W1567461757 hasConceptScore W1567461757C153180895 @default.
- W1567461757 hasConceptScore W1567461757C154945302 @default.
- W1567461757 hasConceptScore W1567461757C204321447 @default.
- W1567461757 hasConceptScore W1567461757C2776401178 @default.
- W1567461757 hasConceptScore W1567461757C31972630 @default.
- W1567461757 hasConceptScore W1567461757C3770464 @default.
- W1567461757 hasConceptScore W1567461757C41008148 @default.
- W1567461757 hasConceptScore W1567461757C41895202 @default.
- W1567461757 hasConceptScore W1567461757C52622490 @default.
- W1567461757 hasLocation W15674617571 @default.
- W1567461757 hasLocation W15674617572 @default.
- W1567461757 hasOpenAccess W1567461757 @default.
- W1567461757 hasPrimaryLocation W15674617571 @default.
- W1567461757 hasRelatedWork W1964120219 @default.
- W1567461757 hasRelatedWork W2016461833 @default.
- W1567461757 hasRelatedWork W2136054869 @default.
- W1567461757 hasRelatedWork W2144059113 @default.
- W1567461757 hasRelatedWork W2146076056 @default.
- W1567461757 hasRelatedWork W2546942002 @default.
- W1567461757 hasRelatedWork W2811390910 @default.
- W1567461757 hasRelatedWork W3003836766 @default.
- W1567461757 hasRelatedWork W3107474891 @default.
- W1567461757 hasRelatedWork W3197541072 @default.
- W1567461757 isParatext "false" @default.
- W1567461757 isRetracted "false" @default.
- W1567461757 magId "1567461757" @default.
- W1567461757 workType "article" @default.