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Sigmis: A Feature Selection Algorithm Using Correlation Based Method

Published in Journal of Algorithms & Computational Technology • Sep 1, 2012
NobleIDNI8P80W42R06S63
Authors:
E. Chandra Blessie
,
E. Karthikeyan

Abstract

Feature Selection is one of the preprocessing steps in machine learning tasks. Feature Selection is effective in reducing the dimensionality, removing irrelevant and redundant feature. In this paper, we propose a new feature selection algorithm (Sigmis) based on Correlation method for handling the c...

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