Evaluation of artificial neural network classifiers in small sample size situations
Yoshihiko Hamamoto, Shunji Uchimura, Taiho Kanaoka, Shunsuke Tomita · 2005
Small-training sample size problems in artificial neural network classifier design are discussed. A comparison of the artificial neural network (ANN) and nonparametric statistical classifiers in small sample size situations is also presented in terms of the error probability.