Comparing performances of Markov Blanket and Tree Augmented Naïve-Bayes on the IRIS dataset

This research investigates the performances of the Markov Blanket (MB) and Tree Augmented Naïve-Bayes Network (TAN) of the Bayesian Network structure of the IRIS dataset. For evaluation purposes, the performances of the TAN, and MB classifiers were measured using statistical indices. Experiment...

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Bibliographic Details
Main Authors: Haruna, Chiroma, Gital, Abdulsam Ya'u, Abubakar, Adamu, Zeki, Akram M.
Format: Conference or Workshop Item
Language:English
Published: 2014
Subjects:
Online Access:http://irep.iium.edu.my/37098/
http://irep.iium.edu.my/37098/
http://irep.iium.edu.my/37098/1/IMECS2014_pp328-331.pdf