A Method To Generate Rules From Examples
Tsutomu Sasao · 2022
Consider a set of distinct vectors of numbers, where each vector has a corresponding class. Such a set of vectors shows the sample data of a classification function. We developed a system that produces multiple-valued logical expressions from a set of examples. First, the set of vectors with real numbers is converted into a set of vectors with integers. Then, each class is represented by a simplified logical expression. Experimental results using UCI benchmark functions are shown. This system produces simpler rules than decision tree-based methods.