Classification model for imbalanced traffic data based on secondary feature extraction.

The non-equilibrium of network traffic data brings about the non-equilibrium of classification. Feature extraction is an effective method to reduce data dimensions, while it can intensify the influence of non-equilibrium further. A secondary feature extraction algorithm of multidimensional assessment is proposed in this study. The features of network traffic are evaluated in different dimensions t...