AAAI

Association for the Advancement of Artificial Intelligence

Home > Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 13 > No. 2: Mobile Robots, Model-based Reasoning, Natural Language, Perception, Planning, and Uncertainty

Simple Bayesian Classifiers Do Not Assume Independence

Authors

Pedro Domingos

Michael Pazzani

Proceedings:

Proceedings of the AAAI Conference on Artificial Intelligence, 13

Volume

Issue:

Proceedings of the AAAI Conference on Artificial Intelligence, 13

Track:

AAAI-96 Student Abstracts

Downloads:

Download PDF

Abstract:

Here we show that the SBC is in fact optimal even when the independence assumption is grossly violated, and thus applicable to a far broader range of domains than previously thought.

AAAI

Proceedings of the AAAI Conference on Artificial Intelligence, 13


ISBN 978-0-262-51091-2


August 4-8, 1996, Portland, Oregon. Published by The AAAI Press, Menlo Park, California.