e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers 2020

Jun 2020 - Volume 11, Issue 3
Deadline: 15 May 2020
Due to COVID-19 deadline extended to 31-May-2020
Notification: 15 Jun 2020
Publication: 30 Jun 2020

Aug 2020 - Volume 11, Issue 4
Deadline: 15 Jul 2020
Notification: 15 Aug 2020
Publication: 31 Aug 2020

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ABSTRACT

Title : A NOVEL APPROACH OF ENSEMBLE MODELS BY USING EDM
Authors : G.Ayyappan, K.SivaKumar
Keywords : Educational Data Mining, Ensemble classifiers, AdaboostM1, Bagging, Dagging.
Issue Date : Dec 2017-Jan 2018
Abstract :
Study of research progress in the academic domain is challenging for student’s academic performance in Tamil Nadu higher education sectors. The data collected from various engineering colleges augment this issue for supporting the results in this direction. Here in this paper we address this issue positively with the help of the educational data mining. The Classification method as one of the major data mining methodologies can be applied effectively for this purpose. The main focus of this paper is to check the learning algorithms for classification such examples based on selected dataset for student’s academic performance. The main intention in this context is to deal with available data set for high accuracy. For this purpose, AdaboostM1, Bagging and Dagging models are built using an open source mining Weka under supervised learning algorithms. It is necessary to reduce the error before constructing the final models and thus the varying the parameters and number of iterations for training is carried out.
Page(s) : 723-729
ISSN : 0976-5166
Source : Vol. 8, No.6