The reliability of neural networks on pattern recognition
Hiroshi Aoki Takahashi, Narade Pecharanin, Y. Akima, M. Sone · 2002
Researches on pattern recognition using neural networks (NN) have mainly been studied about the speed of training or the recognition rate. However, nobody has so far studied about the reliability whether NN distinguish the pattern by the right judgement or not. Therefore, this paper defines the ideal condition between the hidden layer and the output layer in order to consider the reliability of NN. As the result, the reliability rates of NN are calculated by using 3 types of training data, and the training data to get a high reliability rate is suggested.>