Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study.

•Proposing a new KNN imputation technique in SEE context.•The new KNN imputation outperforms the other approaches.•Evaluating the impact of MM and MP on imputation accuracy.•Finding a good parameter setting of KNN imputation for software quality datasets.