Abstract：This paper analyzes the reason for low convergence rate of BP network standard backpropagation algorithm to nonblanced training set, researches how to improve the learning algorithm in order to increase training speed, and through two experiments tests and verifies above theory.
江铭虎;林碧琴;袁保宗;许晓斌. BP网络不平衡训练样本集的有效学习算法[J]. 电子与信息学报, 1999, 21(3): 412-415 .
Jiang Minghu; Lin Biqin; Yuan Baozong; Xu Xiaobin. AN EFFICIENT LEARNING ALGORITHM OF NONBALANCED TRAINING SET FOR BP NETWORK. , 1999, 21(3): 412-415 .
1999, Vol. 21 
