Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models

Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier extbfSánchez-Monedero, César Hervás-Martínez
January 2015
PDF
Type
Book section
Publication
Advances in Artificial Intelligence - 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015, Albacete, Spain, November 9-12, 2015, Proceedings
Artificial neural networks; Hybrid basis functions; Proportional odds model; Evolutionary algorithms; Ordinal classification; Ordinal regression