A new imputation method based on genetic programming and weighted KNN for symbolic regression with incomplete data

Incompleteness is one of the problematic data quality challenges in real-world machine learning tasks. A large number of studies have been conducted for addressing this challenge. However, most of the existing studies focus on the classification task and only a limited number of studies for symbo…