An Effective Genetic Algorithm for Outlier Detection

Abstract

The main objective the outlier detection is to find the data that are exceptional from other data in the data set. Detection of such exceptional data's is an important issue in many fields like fraud detection, Intrusion detection and Medicine. In this paper we are proposing an algorithm to detect outliers using genetic algorithm. The proposed method was exceptionally accurate in identifying the outliers the datasets that we have tested. The result analysis is done on some standard dataset to view accuracy of the algorithm.