Call for papers :

Submission Last Date 30/04/2018
Status Notification Within 2 Days
Submit Paper Online

Check Paper Status

Paper Status

News & Updates

IJAERD provides Hard Copy of Published Certificates of Publication to each author.

We have started accepting articles by online means directly through website. Article submission link is given on left side

IJAERD Provide Review card, Acceptance Letter and Fee Receipt without taking any extra charges

IJAERD invites research paper from various engineering disciplines for Vol.1 Issue 12 (Dec. - 2014) issue,

Conference Proceedings

National Conference on Emerging Trends in Computer & Electrical Engineering (ETCEE - 2014) March 7-8, 2014, Organized by Atmiya Institute of Technology and Science, Rajkot

National Conference on Recent Research in Engineering and Technology (NCRRET-2015) organizing by Dr. Jivraj Mehta Institute of Technology, Mogar-Anand

National Conference on Emerging Trends in Computer, Electrical & Electronics (ETCEE - 2015), March 13-14, 2015, Organized by Atmiya Institute of Technology and Science, Rajkot

Paper Details

Paper Title
Classification and Prediction of Diabetics using Weka and Hive Tool
Abstract
Data mining is one such field which tries to extract some interesting facts from huge data set. Since many years ago, the scientific community is concerned about how to increase the accuracy of different classification methods, and major achievements have been made so far. Besides this issue, the increasing amount of data that is being generated every day by various data logging methods raises more challenges. The objective of this project is to train historical diabetes data and classifies them. Classifiers like Naïve Bayes, Decision Tree, Decision Stump, K star and Random forest algorithms are trained very efficiently in a supervised learning setting. Though the chosen dataset is small in size, to learn the big data tools and to find the effectiveness of the tools on a small data set Hadoop and Hive is used in this paper.
KeyWord
Classification, Diabetics, Big data, Hadoop, Hive
Others Details
Paper Id : 92432
Author Name : Dr.C.S.Kanimozhi Selvi
Co-Author Name(s) : Dr.S.V.KogilavaniDr.S.MalligaD.Jayaprakash
Volume/Issue No : Volume 05 Issue 04
Page No : 105-111
DOI Number : DOI:10.21090/IJAERD.92432
Publication Date : 2018-04-06
License : This work is licensed under a Creative Commons Attribution 4.0 International License.
website : http://www.ijaerd.com/index.php
Impact Factor : 4.72, SJIF-2016
ISSN Details : eISSN: 2348-4470, pISSN:2348-6406