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Department of Mathematical Sciences

Seminar Archives

On this page you can find information about seminars in this and previous academic years, where available on the database.

Statistics Seminars: NPI: An application to classification

Presented by Rebecca Baker, Durham University

7 December 2009 14:15 in CM221

In this presentation, we show how the NPI model for multinomial data can be used to build classification trees. When using imprecise models in the construction of classification trees, it is necessary to find the maximum entropy probability distribution consistent with the model. We present two algorithms, one approximate and one exact, for finding the maximum entropy distribution consistent with NPI. We then compare our methods with previous approaches including precise and imprecise methods.

Contact sunil.chhita@durham.ac.uk for more information