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Naive Bayesian classifier for microarray data

Published • Mar 23, 2004
NobleIDNI5P64W50R67S95
Authors:
Arpad Kelemen
,
Hong Zhou
,
Pamela B. Lawhead

Abstract

Comparing with more sophisticated classifiers, the naive Bayesian classifier greatly simplifies learning by assuming that the attribute values are conditionally independent given the class. Although independence is a strong assumption, in practice naive Bayesian classifier often competes with other ...

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