To support the flowing planning requirements process

to provide the basis for the audit planning of base station and to reflect the construction value of planning

we use network data of Shaanxi province to simulate the score of BS’s planning. This paper considers network structure

network capacity

customer value

potential value needs and so on

and uses machine learning to predict the traffic of planning BS to achieve value-based planning evaluation system.