Open Access Journal of Engineering Applications
e-ISSN 3105-7004  ·  HafizLab

Principal Component Analysis Applied to Software Defect Prediction

Hassan Dlamini Corresponding
RWTH Aachen University
Anisur Tran 0000-0001-2653-9142
Imperial College London
Mohammad Suzuki 0000-0001-1020-7202
Korea Advanced Institute of Science and Technology

Abstract

Environmental pressures and resource constraints have brought software defect prediction to the forefront of research on municipal solid waste management. The governing equations of the problem were formulated and then solved numerically by means of principal component analysis. The model predicted software defect prediction with an average error of less than 42%. This work adds to the growing body of knowledge on sustainable engineering practice.
Keywords: software defect predictionprincipal component analysisvoltage stabilitynatural fibre compositeadsorptionnumerical simulation

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