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Classifying Imbalanced Data Sets by a Novel RE-Sample and Cost-Sensitive Stacked Generalization Method

  • 【作者】Jianhong Yan,Suqing Han
  • 【刊名】Mathematical Problems in Engineering
  • 【作者单位】Department of Computer Science, Taiyuan Normal University, Taiyuan 030012, China Department of Computer Science, Taiyuan Normal University, Taiyuan 030012, China
  • 【年份】2018
  • 【卷号】Vol.2018
  • 【ISSN】1024-123X;1563-5147
  • 【摘要】 Learning with imbalanced data sets is considered as one of the key topics in machine learning community. Stacking ensemble is an efficient algorithm for normal balance data sets. However, stacking ensemble was seldom applied in imbalance data. In thi...
  • 【文献类型】 期刊
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