| 基于BP网络的有教师分类算法及应用 |
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| 引用本文： | 唐凤仙,汤鹏杰.基于BP网络的有教师分类算法及应用[J].河池学院学报,2011,31(2):41-45. |
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| 作者姓名： | 唐凤仙 汤鹏杰 |
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| 作者单位： | 河池学院,计算机与信息科学系,广西,宜州,546300 |
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| 基金项目： | 广西壮族自治区教育厅科研立项项目 |
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| 摘 要： | 介绍BP神经网络的结构及相关算法,并通过实验比较不同情况下对BP神经网络的收敛速度与分类精度的影响。实验表明,合适的参数设置能提高BP神经网络算法的分类精度。
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| 关 键 词： | BP网络 激活函数 训练 分类精度 |
The Teacher Classification Algorithm and Application Based on BP Neural Network |
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| TANG Feng-xian,TANG Peng-jie.The Teacher Classification Algorithm and Application Based on BP Neural Network[J].Journal of Hechi University,2011,31(2):41-45. |
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| Authors: | TANG Feng-xian TANG Peng-jie |
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| Institution: | (Department of Computer and Information Science,Hechi University,Yizhou,Guangxi 546300,China) |
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| Abstract: | This Paper describes the structure of BP neural network and related algorithms,and then compares the convergence rate of BP neural network and classification accuracy under different conditions through experiments.The results show that the appropriate BP parameters can improve the classification accuracy of neural network algorithm. |
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| Keywords: | BP neural network activation function training classification accuracy |
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