Boosting technique for Combining Cellular GP Classifiers (Articolo in rivista)

Type

• Articolo in rivista (Classe)
• Prodotto della ricerca (Classe)

Label

• Boosting technique for Combining Cellular GP Classifiers (Articolo in rivista) (literal)

Anno

• 2004-01-01T00:00:00+01:00 (literal)

Alternative label

• Folino Gianluigi, Pizzuti Clara, Spezzano Giandomenico (2004)
  Boosting technique for Combining Cellular GP Classifiers
  in Lecture notes in computer science
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Folino Gianluigi, Pizzuti Clara, Spezzano Giandomenico (literal)

Pagina inizio

• 47 (literal)

Pagina fine

• 56 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 3003- (literal)

Rivista

• Lecture notes in computer science (Rivista)

Note

• ISI Web of Science (WOS) (literal)

Titolo

• Boosting technique for Combining Cellular GP Classifiers (literal)

Abstract

• An extension of Cellular Genetic Programming for data classification with the boosting technique is presented and a comparison with the bagging-like majority voting approach is performed. The method is able to deal with large data sets that do not fit in main memory since each classifier is trained on a subset of the overall training data. Experiments showed that, by using a sample of reasonable size, the extension with these voting algorithms enhances classification accuracy at a much lower computational cost. (literal)

Prodotto di

• Institute for high performance computing and networking (ICAR) (Istituto)

Incoming links:

Prodotto

• Institute for high performance computing and networking (ICAR) (Istituto)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• Lecture notes in computer science (Rivista)