alexa Abstract | Optimization Algorithms for Feature Selection in Classification: A Survey
ISSN ONLINE(2320-9801) PRINT (2320-9798)

International Journal of Innovative Research in Computer and Communication Engineering
Open Access

OMICS International organises 3000+ Global Conferenceseries Events every year across USA, Europe & Asia with support from 1000 more scientific Societies and Publishes 700+ Open Access Journals which contains over 50000 eminent personalities, reputed scientists as editorial board members.

Open Access Journals gaining more Readers and Citations

700 Journals and 15,000,000 Readers Each Journal is getting 25,000+ Readers

This Readership is 10 times more when compared to other Subscription Journals (Source: Google Analytics)

Research Article Open Access

Abstract

Classification problems have a large number of features in datasets, but not all them are useful for classification. Irrelevant and redundant features reduce the performance. These features may be considered as noisy. In order to solve this problem we perform a feature selection process. It is a preprocessing technique for solving classification problem. Feature Selection aims to choose relevant features to achieve better performance than using all features. Feature selection main objectives are maximizing the classification performance and minimize the features. Inorder to improve the classification accuracy a survey on various Optimization algorithms which uses feature selection for solving classification problem is done.

To read the full article Peer-reviewed Article PDF image

Author(s): S.Ruba Arockia Archana, Dr.M.S.Thanabal

Keywords

Feature selection, Optimization algorithms, Classification problem., Communicate Speech pathology,Bilingual Speech pathology,Medical Speech pathology,Speech Impediment.

Share This Page

Additional Info

Loading
Loading Please wait..
 
 
Peer Reviewed Journals
 
Make the best use of Scientific Research and information from our 700 + peer reviewed, Open Access Journals
International Conferences 2017-18
 
Meet Inspiring Speakers and Experts at our 3000+ Global Annual Meetings

Contact Us

 
© 2008-2017 OMICS International - Open Access Publisher. Best viewed in Mozilla Firefox | Google Chrome | Above IE 7.0 version
adwords