Title: Effective Feature Selection for Feature Possessing Group Structure

Author(s): Yasmeen Sheikh, Prof. S. V. Sonekar


(This email address is being protected from spambots. You need JavaScript enabled to view it.)

J.D College of Engineering, Nagpur

             


Abstract

Feature selection has become an interesting research topic in recent years. It is an effective method to tackle the data with high dimension. The underlying structure has been ignored by the previous feature selection method and it determines the feature individually. Considering this we focus on the problem where feature possess some group structure. To solve this problem we present group feature selection method at group level to execute feature selection. Its objective is to execute the feature selection in within the group and between the group of features that select discriminative features and remove redundant features to obtain optimal subset. We demonstrate our method on data sets and perform the task to achieve classification accuracy


License: This work is licensed under a Creative Commons Attribution 4.0 International License.

 

Website: http://www.ijecs.in

e-ISSN:  2319-724

Call For Paper

VOLUME 06. ISSUE 05 [May 2017]

IJECS invites authors to submit manuscripts Reporting original engineering research, computer science , original article, research article, case report, systematic reviews, or educational Innovations for publication for the Current issues. Types of manuscripts suitable for IJECS include: Engineering Science, Computer Science, Educational Innovation, Brief Report, Reviews on Teaching In keeping with high quality scholarship

Read More

Online Submission

If any difficulty you can also submit to: This email address is being protected from spambots. You need JavaScript enabled to view it..in

GettyImages.pngace.pngajd.pngarx.pngcit.pngcomp.pngcross.pngicn.pngino.pnglogo_wcmasthead_en.pngres.pngresbib.pngsci.pngscic.pngscics.pngsearch_logo.gifulrich.pngur.png

FaceBook

About Us

The“International Journal of Engineering  and computer science”(IJECS™) is an international online journal in English published monthly. The aim of IJECS is to publish peer reviewed research and review articles in rapidly developing field of engineering science and technology

Address

Address : LIG 73 megdoot Nagar Mandsaur

State : Madhya Pradesh

Country : INDIA

Phone :+91 (822) 260 24 694

Email: editor@ijecs.in

Go to top