no code implementations • 30 Mar 2017 • Zhenghan Zhu, Steven Kay
In this paper, we derive a Bayesian model order selection rule by using the exponentially embedded family method, termed Bayesian EEF.
no code implementations • 11 May 2016 • Bo Tang, Steven Kay, Haibo He, Paul M. Baggenstoss
In this letter, we present a novel exponentially embedded families (EEF) based classification method, in which the probability density function (PDF) on raw data is estimated from the PDF on features.
no code implementations • 9 Feb 2016 • Bo Tang, Steven Kay, Haibo He
Based on the JMH-divergence, we develop two efficient feature selection methods, termed maximum discrimination ($MD$) and $MD-\chi^2$ methods, for text categorization.