Exploiting skew-adaptive delimitation mechanism for learning expressive classification rules
Sign Up to like & getrecommendations! Published in 2020 at "Applied Intelligence"
DOI: 10.1007/s10489-019-01533-1
Abstract: The expressivity of machine learning algorithms is considered to be critical in intelligent data analysis tasks for practical application. As an alternative set of classification rule learning algorithms to conventional decision tree, Prism family of… read more here.
Keywords: classification; mechanism; expressive classification; prism ... See more keywords
Classification rules for identifying individuals at high risk of developing myocardial infarction based on ApoB, ApoA1 and the ratio were determined using a Bayesian approach
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2016.1270912
Abstract: ABSTRACT We have developed a new approach to determine the threshold of a biomarker that maximizes the classification accuracy of a disease. We consider a Bayesian estimation procedure for this purpose and illustrate the method… read more here.
Keywords: classification; apob apoa1; myocardial infarction; apoa1 ratio ... See more keywords