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Traditional feature selection methods cannot achieve good performance on imbalanced data sets. A new feature selection method for imbalanced data sets is presented according to the characteristics of radio signals of ground-air communication. Firstly, many sample subsets are randomly selected from the sample set of the major class using Bagging algorithm, the sample size of each selected sample subset...
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