Snoring: a noise in defect prediction datasets.
Aalok AhluwaliaDavide FalessiMassimiliano Di PentaPublished in: MSR (2019)
Keyphrases
- defect prediction
- benchmark datasets
- noise level
- random noise
- data sets
- high level
- class noise
- noise free
- gaussian noise
- missing data
- signal to noise ratio
- raw data
- software repositories
- noisy environments
- software projects
- noisy data
- input data
- open source
- image data
- color images
- information technology
- multiscale
- feature selection