FINAL YEAR PROJECT'S AND GUIDANCE

FINAL YEAR PROJECT'S AND GUIDANCE


Machine Learning Techniques for Medical Analysis

Posted: 19 Dec 2009 05:51 PM PST

Recent research in machine learning has shown that it incorporates a small amount of dependencies among attributes involved in a database and represents them graphically in the form of a network, known as Tree Augmented Naive Bayes (TAN).This is competitive with the state-of-the-art classifiers such as the C4.5 decision tree and naive Bayes classifier. This thesis explores approaches for constructing Bayesian networks, based on the theory of naive Bayes classifier and existing dependencies among attributes.

Author:-Newton Lim-Tung Cheung

Source:- The University of Queensland

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