Interactive Naive Bayesian network: A new approach of constructing gene-gene interaction network for cancer classification.

Abstract

Naive Bayesian (NB) network classifier is a simple and well-known type of classifier, which can be easily induced from a DNA microarray data set. However, a strong conditional independence assumption of NB network sometimes can lead to weak classification performance. In this paper, we propose a new approach of interactive naive Bayesian (INB) network to… (More)
DOI: 10.3233/BME-151495

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@article{Tian2015InteractiveNB, title={Interactive Naive Bayesian network: A new approach of constructing gene-gene interaction network for cancer classification.}, author={Xue - Wei Tian and Joon Seok Lim}, journal={Bio-medical materials and engineering}, year={2015}, volume={26 Suppl 1}, pages={S1929-36} }