DMCA
Knowledge Discovery With Qualitative Influences and Synergies
by
Jesús Cerquides
,
Ramon López De Màntaras
BibTeX
@MISC{Cerquides_knowledgediscovery,
author = {Jesús Cerquides and Ramon López De Màntaras},
title = {Knowledge Discovery With Qualitative Influences and Synergies},
year = {}
}
Share
 |
 |
 |
 |
||
OpenURL
Abstract
Abstract We review some approaches to qualitative uncertainty and propose a new one based on the idea of Absolute Order of Magnitude. We show that our ideas can be useful for Knowledge Discovery by introducing a derivation of the Naive-Bayes classifier based on them: the Qualitative Bayes Classifier. This classification method keeps Naive-Bayes accuracy while gaining interpretability, so we think it can be useful for the Data Mining step of the Knowledge Discovery process. 1
