| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | plutao.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W/49N6542 | |||
| Repository | sid.inpe.br/plutao/2023/08.28.13.12 | |||
| Last Update | 2023:08.28.13.12.32 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/plutao/2023/08.28.13.12.32 | |||
| Metadata Last Update | 2023:09.14.01.20.26 (UTC) administrator | |||
| Label | lattes: 4896052217878979 1 SantosSantVija:2013:AlTrUM | |||
| Citation Key | SarmentoErthDutr:2013:ReCoDa | |||
| Title | Redução do conjunto de dados de treinamento para melhorar a eficiência do classificador SVM  | |||
| Format | On-line | |||
| Year | 2013 | |||
| Access Date | 2024, May 19 | |||
| Secondary Type | PRE CN | |||
| Number of Files | 1 | |||
| Size | 92 KiB | |||
| 2. Context | ||||
| Author | 1 Sarmento, Peterson Lima 2 Erthal, Guaraci José 3 Dutra, Luciano Vieira | |||
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHBN 3 8JMKD3MGP5W/3C9JHMA | |||
| Group | 1 CAP-COMP-SPG-INPE-MCTI-GOV-BR 2 DPI-OBT-INPE-MCTI-GOV-BR 3 DPI-OBT-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 petersarmento@hotmail.com 2 guaraci.erthal@inpe.br 3 luciano.dutra@inpe.br | |||
| e-Mail Address | lurebelo@gmail.com | |||
| Conference Name | Workshop dos Cursos de Computação Aplicada do INPE, 13 (WORCAP) | |||
| Conference Location | São José dos Campos | |||
| Date | 13-14 nov. 2013 | |||
| Publisher | INPE | |||
| Publisher City | São José dos Campos | |||
| Book Title | Anais | |||
| Tertiary Type | Poster | |||
| History (UTC) | 2023-08-28 13:12:32 :: simone -> administrator :: 2023-09-14 01:20:26 :: administrator -> simone :: 2013 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | publisher | |||
| Abstract | The Support Vector Machine classifier (SVM), a classifier that basically uses training data near the decision boundary is often used due to its good performance. A disadvantage of this method is the increase training time of the classifier as the training set size increases. The purpose of this paper is to apply techniques to reduce the training set size preserving the classification accuracy. The techniques used are editing, multiediting and condensing of data, already applied in data reduction for k-nearest neighbor method (k-NN), which is also a classifier that operates on the data near the border separating classes. It is expected that accuracy with reduced data sets and there is gain in time to estimate the classifier parameters. | |||
| Area | COMP | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Redução do conjunto... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Redução do conjunto... | |||
| Arrangement 3 | urlib.net > BDMCI > Fonds > WORCAP > XIII WORCAP > Redução do conjunto... | |||
| Arrangement 4 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGIP > XIII WORCAP > Redução do conjunto... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGP3W/49N6542 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/49N6542 | |||
| Language | pt | |||
| Target File | Sarmento_reducao.pdf | |||
| User Group | lattes marcelo.pazos@inpe.br simone | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 | |||
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3F2PHGS 8JMKD3MGPDW34P/49QQH7H | |||
| Citing Item List | sid.inpe.br/mtc-m16c/2023/09.14.01.19 3 sid.inpe.br/bibdigital/2013/10.12.22.16 1 | |||
| URL (untrusted data) | http://www.lac.inpe.br/worcap2013/programacao.php | |||
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination doi edition editor isbn issn keywords lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark type volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||