When to Impute? Imputation before and during cross-validation

Byron C. Jaeger, Nicholas J. Tierney, Noah R. Simon

Cross-validation (CV) is a technique used to estimate generalization error for prediction models. For pipeline modeling algorithms (i.e. modeling procedures with multiple steps), i…