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In order to better evaluate chemical enterprises, artificial neural networks including the back-propagation neural network, radial basis function neural network and generalized regression neural network were used in this paper. The management in chemical enterprise was evaluated. The expert scores and evaluation values are analyzed. The results show that the generalized regression neural network and the radial basis function neural network can better evaluate and predict the safety of chemical enterprises. The prediction of radial basis function neural network is more accurate.

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