On the efficient classification of data structures by neural networks

  • Authors:
  • Paolo Frasconi;Marco Gori;Alessandro Sperduti

  • Affiliations:
  • Dipartimento di Sistemi e Informatica, Universita di Firenze, Firenze, Italy;Dipartimento di Ingegneria dell'Informazione, Universita di Siena, Siena, Italy;Dipartimento di Informatica, Universita di Pisa, Pisa, Italy

  • Venue:
  • IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
  • Year:
  • 1997

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Abstract

In order to rank the performance of machine learning algorithms, many researchers conduct experiments on benchmark data sets. Since most learning algorithms have domain-specific parameters, it is a popular custom to adapt these parameters to obtain a ...