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The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial Validation.
Rakesh Rana
Miroslaw Staron
Christian Berger
Jörgen Hansson
Martin Nilsson
Wilhelm Meding
Published in:
JCKBSE (2014)
Keyphrases
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software defect prediction
software defect
ensemble learning
machine learning
class imbalance
feature ranking
imbalanced data
neural network
feature selection
machine learning algorithms
sample selection bias
training data
artificial neural networks
supervised learning
cross validation
machine learning methods