Browsing Electrical Engineering by Subject "Imbalanced datasets"

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    • An optimized k-NN approach for classification on imbalanced datasets with missing data 

      Ozan, Ezgi Can; Riabchenko, Ekaterina; Kiranyaz, Serkan; Gabbouj, Moncef ( Springer Verlag , 2016 , Conference Paper)
      In this paper, we describe our solution for the machine learning prediction challenge in IDA 2016. For the given problem of 2-class classification on an imbalanced dataset with missing data, we first develop an imputation ...