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 DIRECT DOWNLOAD |
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