Joint discriminative-generative modelling based on statistical tests for classification

@article{Xue2010JointDM,
  title={Joint discriminative-generative modelling based on statistical tests for classification},
  author={Jing-Hao Xue and D. M. Titterington},
  journal={Pattern Recognition Letters},
  year={2010},
  volume={31},
  pages={1048-1055}
}
0167-8655/$ see front matter 2010 Elsevier B.V. A doi:10.1016/j.patrec.2010.01.015 * Corresponding author. Address: Department of S College London, London WC1E 6BT, UK. Tel.: +44 20 3105. E-mail addresses: jinghao@stats.ucl.ac.uk (J.-H. Xue Titterington). In statistical pattern classification, generative approaches, such as linear discriminant analysis (LDA), assume a data-generating process (DGP), whereas discriminative approaches, such as linear logistic regression (LLR), do not model the DGP… CONTINUE READING

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