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Exploring the academic performance of arts and science graduates using exploratory data analysis and logistic regression


Siraj, Fadzilah and Abu Bakar, Nur Azzah (2016) Exploring the academic performance of arts and science graduates using exploratory data analysis and logistic regression. In: International Conference on ICT for Transformation 2016, 05-07 April 2016, Center for postgraduate UMS Sabah Malaysia.. (Unpublished)

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Abstract

This paper presents the applicability of exploratory data analysis and logistic regression with an aim to discover the hidden information within the tracer study data. The impact of independent variables of Bahasa Melayu, English Language and Malaysian University English Test (MUET) on the academic performance is investigated, and the visual impact of exploratory data analysis and logistic regression is also assessed.The empirical results suggest that the academic performance between male and female graduates from Arts and Science fields is significantly different.Variables such as Bahasa Melayu, English Language and MUET shown a significant correlation with academic performance. The results also exhibit that the impact on academic performance of Arts graduates is different from the Science graduates.Guided by the empirical findings, the study suggests the academic performance model for Arts and Science graduates.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Organized by: Universiti Utara Malaysia
Uncontrolled Keywords: Academic Performance, Exploratory Data Analysis, Logistic Regression
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: School of Computing
Depositing User: Mrs. Norazmilah Yaakub
Date Deposited: 15 Feb 2018 01:37
Last Modified: 15 Feb 2018 01:37
URI: http://repo.uum.edu.my/id/eprint/23402

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