Citation
Shakiru, Ayanloye O. and Yusuf, Mahmud Ahmad and Koh, Tieng Wei and Letchmunan, Sukumar
(2014)
Software quality: predicting reliability of a software using decision tree.
Information Technology Journal, 13 (18).
pp. 2755-2759.
ISSN 1812-5638; ESSN: 1812-5646
Abstract
System availability can be expressed as an attribute of reliability that determines the total time a system or component is functioning. Most available models try to predict availability of a software during its life cycle but there are very few or no models that predict a software going days without a failure. Over the years, decision tree model have been used as a reliable technique for prediction. In this study, based on the sample data collected by John Musa of Bell Telephone Laboratories, a decision tree model has been used to predict the availability of a system going days without a failure. This study concluded that a decision tree model is able to decide availability of a software in terms of going days without a failure.
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Additional Metadata
| Item Type: | Article |
|---|---|
| Divisions: | Faculty of Computer Science and Information Technology |
| DOI Number: | https://doi.org/10.3923/itj.2014.2755.2759 |
| Publisher: | Asian Network for Scientific Information |
| Keywords: | Software quality; Software measurement; Software realibility; Software availability; Decision tree model |
| Depositing User: | Nurul Ainie Mokhtar |
| Date Deposited: | 06 Jan 2016 03:42 |
| Last Modified: | 27 Jan 2016 04:17 |
| Altmetrics: | http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.3923/itj.2014.2755.2759 |
| URI: | http://psasir.upm.edu.my/id/eprint/35406 |
| Statistic Details: | View Download Statistic |
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