e-ISSN : 2455 - 5371

Survey on Classification Algorithms for Imbalanced Dataset

Paper Topic :

Data Mining

Author Name :

Amee Rajan

Abstract :

Real world application suffers from imbalanced dataset. There have been many attempts at dealing with classification of imbalanced data sets. Classification of imbalanced dataset is an evoloving trend in research area of data mining. In this paper we have briefly described the methods for classifying imbalanced dataset .we can categorise classification methods in three categories as data-level approach ,algorithm level approach and cost sensitive approach . we have studied various research work done on classifying imbalance dataset and briefly described it.

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