A comprehensive empirical evaluation of missing value imputation in noisy software measurement data.
Jason Van HulseTaghi M. KhoshgoftaarPublished in: J. Syst. Softw. (2008)
Keyphrases
- empirical evaluation
- missing values
- measurement data
- missing data
- incomplete data
- data imputation
- noisy data
- incomplete data sets
- high dimensional data
- software systems
- data sets
- missing data imputation
- software development
- source code
- multiple imputation
- missing information
- expert knowledge
- data matrix
- machine learning
- imputation methods
- database