Empirical evaluation of the effects of mixed project data on learning defect predictors.
Burak TurhanAyse Tosun MisirliAyse BenerPublished in: Inf. Softw. Technol. (2013)
Keyphrases
- empirical evaluation
- data sets
- data collection
- data analysis
- data quality
- data sources
- missing data
- training data
- hidden variables
- learning process
- raw data
- probability distribution
- data processing
- database
- synthetic data
- statistical analysis
- high quality
- learning community
- learning algorithm
- computer systems
- prior knowledge
- image data
- background knowledge
- sensor data
- data points
- learning tasks
- original data
- association rules
- learning models
- case study
- data structure
- positive effects