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Machine Learning - Rule Learning

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Published on Oct 10, 2022

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In this video lesson, Professor José Avelino Placca will present the concept of Rule Learning. The relationship between Decision Trees and Decision Rules and the scope of each of them in relation to the sample space will be addressed. Next, the Coverage Algorithm for finding Decision Rules will be presented. Next, the Top-down and Bottom-up strategies in the implementation of Decision Rules will be addressed. The CN2 and AQ algorithms that implement each of these strategies will be presented. Finally, the issues of adverse situations in a model implemented by Decision Rules will be addressed. univesp.br Machine Learning Univesp (Virtual University of the State of São Paulo) Professor: José Avelino Placca

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