Browsing by Publisher "IEEE Computational Intelligence Society"

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    • Multicategory nets of single-layer perceptrons: complexity and sample-size issues 

      Raudys, Šarūnas; Kybartas, Rimantas; Zavadskas, Edmundas Kazimieras (IEEE transactions on neural networks, 2010)
      The standard cost function of multicategory single-layer perceptrons (SLPs) does not minimize the classification error rate. In order to reduce classification error, it is necessary to: 1) refuse the traditional cost ...