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Classification with decision trees from a nonparametric predictive inference perspective

  • Published:2014-03 Issue: Volume:71 Page:789-802
  • ISSN:0167-9473
  • Container-title:Computational Statistics & Data Analysis
  • language:en
  • Short-container-title:Computational Statistics & Data Analysis

Author:

Abellán Joaquín,Baker Rebecca M.,Coolen Frank P.A.,Crossman Richard J.,Masegosa Andrés R.

Funder

Spanish “Consejería de Economía, Innovación y Ciencia de la Junta de Andalucía”

research programme Consolider Ingenio 2010

UK National Institute for Health Research

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference47 articles.

1. Uncertainty measures on probability intervals from the imprecise Dirichlet model;Abellán;International Journal of General Systems,2006

2. Maximising entropy on the nonparametric predictive inference model for multinomial data;Abellán;European Journal of Operational Research,2011

3. Disaggregated total uncertainty measure for credal sets;Abellán;International Journal of General Systems,2006

4. A filter-wrapper method to select variables for the Naive Bayes classifier based on credal decision trees;Abellán;International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems,2009

5. An ensemble method using credal decision trees;Abellán;European Journal of Operational Research,2010

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