Empirical evaluation of the performance of data sampling and feature selection techniques for software fault prediction.
Sonika Chandrakant RathiSanjay MisraRicardo Colomo PalaciosR. AdarshLalita Bhanu Murthy NetiLov KumarPublished in: Expert Syst. Appl. (2023)
Keyphrases
- empirical evaluation
- data sets
- data structure
- data processing
- data collection
- raw data
- data quality
- prior knowledge
- neural network
- database
- computer systems
- statistical analysis
- training data
- complex data
- data objects
- attribute values
- sample size
- synthetic data
- high dimensional data
- data mining techniques
- probability distribution
- data sources
- high quality
- website
- missing data
- semi supervised
- image data
- data distribution
- information systems
- xml documents
- historical data
- software packages
- spatial and temporal resolution