The impact of parameter optimization of ensemble learning on defect prediction

Machine learning algorithms have configurable parameters which are generally used with default settings by practitioners. Making modifications on the parameters of machine learning algorithm is called hyperparameter optimization (HO) performed to find out the most suitable parameter setting in class...

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Bibliographic Details
Main Author: Muhammed Maruf Ozturk
Format: Article
Language:English
Published: Vladimir Andrunachievici Institute of Mathematics and Computer Science 2019-05-01
Series:Computer Science Journal of Moldova
Subjects:
Online Access:http://www.math.md/files/csjm/v27-n1/v27-n1-(pp85-128).pdf