Holistic Parameter Optimization for Software Defect Prediction.

Jaewook Lee Jiwon Choi Duksan Ryu Suntae Kim

Published in: IEEE Access (2022)

Keyphrases

parameter optimization
software defect prediction
ensemble learning
genetic algorithm ga
differential evolution
genetic algorithm

feature ranking
parameter settings
imbalanced data
sample selection bias
parameter estimation

class imbalance
pid controller
support vector machine
hyperparameters
fitness function

generalization ability
feature selection
random forest
evolutionary algorithm
machine learning