3G Network Performance:Modeling, Prediction and Diagnosis

(1) The wide adoption of smart phones and other mobile devices has spurred rapid growth in mobile data.

(2) We set out to analyze and understand the various key factors that may influence the network performance in a large UMTS cellular data network.

应用rulefit模型对无线网络性能进行分析，抽取35个因子，分析其对于Performance的importance，从而列出排名前10位的因子。应用rulefit模型对无线网络性能进行预测，分析预测的正确率。