๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

A learning classifier system with mutual-information-based fitness

โœ Scribed by Robert Elliott Smith; Max Kun Jiang; Jaume Bacardit; Michael Stout; Natalio Krasnogor; Jonathan D. Hirst

Publisher
Springer-Verlag
Year
2010
Tongue
English
Weight
1002 KB
Volume
3
Category
Article
ISSN
1864-5909

No coin nor oath required. For personal study only.

๐Ÿ“œ SIMILAR VOLUMES

A new classifier based on information th
A new classifier based on information theoretic learning with unlabeled data
โœ Kyu-Hwa Jeong; Jian-Wu Xu; Deniz Erdogmus; Jose C. Principe ๐Ÿ“‚ Article ๐Ÿ“… 2005 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 348 KB

Supervised learning is conventionally performed with pairwise input-output labeled data. After the training procedure, the adaptive system's weights are fixed while the testing procedure with unlabeled data is performed. Recently, in an attempt to improve classification performance unlabeled data ha