The key theorem of learning theory about fuzzy examples
Ming-Hu Ha, Wen-Guang Tang, Yun-Chao Bai · 2004
After the presence of the key theorem of learning theory, statistical learning theory has been formed. But the examples which it has studied are all random vectors, in theory there is no the case of fuzzy random vectors. In other words, when the characters are very difficult to distract (namely the characters are fuzzy) , we have to use fuzzy random vectors to be the examples. In this paper, we give one method to deal with this kind of problems, and give the feasibility of this method.