Ensemble Techniques for Parallel Genetic Programming based Classifiers (Articolo in rivista)

Type
Label
  • Ensemble Techniques for Parallel Genetic Programming based Classifiers (Articolo in rivista) (literal)
Anno
  • 2003-01-01T00:00:00+01:00 (literal)
Alternative label
  • Folino Gianluigi, Pizzuti Clara, Spezzano Giandomenico (2003)
    Ensemble Techniques for Parallel Genetic Programming based 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
  • 59 (literal)
Pagina fine
  • 69 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 00538 (literal)
Rivista
Note
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • ICAR-CNR (literal)
Titolo
  • Ensemble Techniques for Parallel Genetic Programming based Classifiers (literal)
Abstract
  • An extension of Cellular Genetic Programming for data
    classification to induce an ensemble of predictors is presented.
    Each classifier is trained on a different subset of the overall
    data, then they are combined to classify new tuples by applying a
    simple majority voting algorithm, like bagging. Preliminary
    results on a large data set show that the ensemble of classifiers
    trained on a sample of the data obtains higher accuracy than a
    single classifier that uses the entire data set at a much lower
    computational cost. (literal)
Prodotto di
Autore CNR

Incoming links:


Prodotto
Autore CNR di
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi
data.CNR.it