Performance Analysis of Feature Selection Methods in Software Defect Prediction: A Search Method Approach

Performance Analysis of Feature Selection Methods in Software Defect Prediction: A Search Method Approach

Software Defect Prediction (SDP) models are built using software metrics derived from software systems. The quality of SDP models depends largely on the quality of software metrics (dataset) used to build the SDP models. High dimensionality is one of the data quality problems that affect the perform...

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Bibliographic Details
Main Authors: Abdullateef Oluwagbemiga Balogun, Shuib Basri, Said Jadid Abdulkadir, Ahmad Sobri Hashim
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Applied Sciences
Subjects:
software defect prediction
feature selection
high dimensionality
search methods
Online Access:https://www.mdpi.com/2076-3417/9/13/2764

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