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A survey on methods to handle imbalance dataset
Apurva Sonak,
Published in International Journal of Computer Science and Mobile Computing.
2015
Volume: 4.0
   
Issue: 11.0
Pages: 338.0 - 343.0
Abstract
Imbalanced data set, a problem often found in real world application, can cause seriously negativeeffect on classification performance of machine learning algorithms. There have been many attempts at dealingwith classification of unbalanced data sets. To handle the problem of imbalanced data is to re balance themartificially by oversampling and/or under-sampling.
About the journal
JournalInternational Journal of Computer Science and Mobile Computing
PublisherInternational Journal of Computer Science and Mobile Computing.
Open Access0