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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
Predicting A Faulty Parameter Using Machine Learning - An Analysis
Authors
Gaurav Kotecha, Dimple Bisht, Dipti, Meghna Jha, Rekha Jayaram
Keywords
software fault prediction, knowledge based system, correlation based feature selection, prediction models, supervised machine learning
Abstract
Today's software systems give us a wealth of information about both the points where the system performs as expected and the points where it fails.
The knowledge base which can be established with the help of this data will help us in delivering an insight for any future act or manner of performance for the specified software.
This research aims at looking for machine learning algorithms which can aid us in anticipating the behaviour of the software in consideration and hence also give an idea about the spots where the output of the system is not as desired,.i.e a defective parameter.
This paper mainly looks over the creation of a knowledge base with the previously tested data and also predicts the areas and data values where a user can expect the system to be showing erroneous behavior.
IJCRT's Publication Details
Unique Identification Number - IJCRT2303883
Paper ID - 233444
Page Number(s) - h451-h456
Pubished in - Volume 11 | Issue 3 | March 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Gaurav Kotecha, Dimple Bisht, Dipti, Meghna Jha, Rekha Jayaram, "Predicting A Faulty Parameter Using Machine Learning - An Analysis", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 3, pp.h451-h456, March 2023, Available at :http://www.ijcrt.org/papers/IJCRT2303883.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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