Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study.
Jianglin HuangJacky Wai KeungFederica SarroYan-Fu LiYuen-Tak YuW. K. ChanHongyi SunPublished in: J. Syst. Softw. (2017)
Keyphrases
- cross validation
- k nearest neighbor
- software quality
- knn
- model selection
- nearest neighbor
- software systems
- software engineering
- software projects
- software development
- support vector
- development process
- variable selection
- training set
- support vector machine
- hyperparameters
- life cycle
- neural network
- text categorization
- support vector machine svm
- decision tree induction
- distance function
- generalization error
- missing values
- knn classifier
- text classification
- data sets
- missing data
- decision trees
- feature selection
- classification accuracy
- feature space
- case study
- k nearest neighbour
- database