Bayelvira cytoscape plugin automatically builds Bayesian networks using a file of patterns as input data. To build the network we provide a set of algorithms:
* Naive Bayes.
* Semi Naive Bayes.
* Selective Naive Bayes.
The strength of the inferred relations is highlighted using the edge thickness and depending on the selected algorithm some attributes could be removed or grouped. Measures of the network performance as classifier are provided as well.
This plugin is an extension of Elvira system [http://leo.ugr.es/elvira/] and aims to ease the process of building Bayesian networks for non-expert users in machine learning.
This plugin has been developed as result of Project MINER, Campus CEI BioTIC Granada (Spain).