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Improving Logging Prediction on Imbalanced Datasets: A Case Study on Open Source Java Projects.
Sangeeta Lal
Neetu Sardana
Ashish Sureka
Published in:
Int. J. Open Source Softw. Process. (2016)
Keyphrases
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imbalanced datasets
open source java
source code
case study
prediction accuracy
learning from imbalanced data
class distribution
cost sensitive learning
ensemble methods
decision trees
feature selection algorithms
sampling methods
imbalanced data
class imbalance
training data
training dataset
open source