Theoretical Analysis of Accuracy-Based Fitness on Learning Classifier Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3183618
Abstract: Like most evolutionary algorithms, accuracy-based learning classifier systems (XCSs) use a fitness metric to recognize the superiority of rules, under a principle that a higher-quality rule has a higher fitness. However, XCS must learn the… read more here.
Keywords: classifier systems; learning classifier; accuracy; based fitness ... See more keywords
Learning from Multiple Classifier Systems: Perspectives for Improving Decision Making of QSAR Models in Medicinal Chemistry.
Sign Up to like & getrecommendations! Published in 2018 at "Current topics in medicinal chemistry"
DOI: 10.2174/1568026618666171212111018
Abstract: Quantitative Structure - Activity Relationship (QSAR) modeling has been widely used in medicinal chemistry and computational toxicology for many years. Today, as the amount of chemicals is increasing dramatically, QSAR methods have become pivotal for… read more here.
Keywords: decision; qsar models; medicinal chemistry; chemistry ... See more keywords