Thesis Collection
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Browsing by Author "Andrés, Javier de"
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The sensitivity of machine learning techniques to variations in sample size : a comparative analysis
(Universidad de Huelva, 2002)A comparative analysis of the performance of some well-known classification techniques (Discriminant Analysis, Quinlan’s See5, and Neural Networks) and certain machine learning systems of recent development (ARNI, FAN and ... -
Statistical techniques vs. SEES algorithm : an application to a small business environment
(Universidad de Huelva, 2001)The aim of this research is to compare the accuracy of a rule induction classifier system –Quinlan’s SEE5– with linear discriminant analysis and logit. The classification task chosen is the differentiation of the most ... -
The use of machine learning algorithms for the study of business profitability : a new approach based on preferences
(Universidad de Huelva, 2004)In recent years, researchers in the Field of Artificial Intelligence have developed a learning technique, namely, preference learning, that is suitable to be used for economic analysis. The present research empirically ...
