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BibTex Citation Data :
@article{JOIV64,
author = {Shamala Palaniappan and Norhamreeza A Hameed and Aida Mustapha and Noor Azah Samsudin},
title = {Classification of Alcohol Consumption among Secondary School Students},
journal = {JOIV : International Journal on Informatics Visualization},
volume = {1},
number = {4-2},
year = {2017},
keywords = {neural network; classification; data mining; alcohol consumption},
abstract = {In 2016, the National Institute of Health reported that 26% of 8th graders, 47% of 10th graders, and 64% of 12th graders have all had experience in consuming alcoholic drinks. This finding indicates an accelerating trend in alcohol use among school students, hence a growing concerns among the public. To address this issue, this paper is set to model the alcohol consumption data among the secondary school students and attempt to predict the alcohol consumption behaviors among them. A set of classification experiments are carried out and the classification accuracies are compared between two variations of neural network algorithms; a self-tuning multilayer perceptron classifier (AutoMLP) against the standard MLP using the student alcohol consumption dataset. It is found that AutoMLP produced better accuracy of 64.54% than neural network with 61.78%.},
issn = {2549-9904}, pages = {224--226}, doi = {10.30630/joiv.1.4-2.64},
url = {https://joiv.org/index.php/joiv/article/view/64}
}
Refworks Citation Data :
@article{{JOIV}{64}, author = {Palaniappan, S., A Hameed, N., Mustapha, A., Samsudin, N.}, title = {Classification of Alcohol Consumption among Secondary School Students}, journal = {JOIV : International Journal on Informatics Visualization}, volume = {1}, number = {4-2}, year = {2017}, doi = {10.30630/joiv.1.4-2.64}, url = {} }Refbacks
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JOIV : International Journal on Informatics Visualization
ISSN 2549-9610 (print) | 2549-9904 (online)
Organized by Department of Information Technology - Politeknik Negeri Padang, and Institute of Visual Informatics - UKM and Soft Computing and Data Mining Centre - UTHM
W : http://joiv.org
E : joiv@pnp.ac.id, hidra@pnp.ac.id, rahmat@pnp.ac.id
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is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.