A Comparative Study of Data Collection Periods for Just-In-Time Defect Prediction Using the Automatic Machine Learning Method.
Kosuke OharaHirohisa AmanSousuke AmasakiTomoyuki YokogawaMinoru KawaharaPublished in: IEICE Trans. Inf. Syst. (2023)
Keyphrases
- machine learning
- data collection
- high accuracy
- fully automatic
- text classification
- pairwise
- machine learning methods
- data mining
- similarity measure
- objective function
- preprocessing
- concept drift
- real world
- segmentation method
- clustering method
- model selection
- information extraction
- support vector machine
- image data
- probabilistic model
- significant improvement
- multi agent
- information systems