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Methods of multivariate analysis for imbalance data problem

Methods of multivariate analysis for imbalance data problem. Under- and Oversampling Techniques Nikolai Gagunashvili (UNAK and MPIK). Four possibilities that can be used for solving imbalance data problem. Choice of appropriate classifier Use cost sensitive approach

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Methods of multivariate analysis for imbalance data problem