Optimized fuzzy information granulation based machine learning classification
Yang Li, Fusheng Yu · 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery · 2010
In machine learning classification, the classifier can be described by some rules, and the rules can be expressed by fuzzy granules corresponding to fuzzy concepts. In this paper we will introduce fuzzy information granulation to the process of building fuzzy classifier. Furthermore, we will present an optimized information granulation based machine learning classification algorithm. Experiments carried on the data wine from UCI repository illustrate the good performance of the new algorithm.