10 citations · 13 across the 2 of their papers we have counts for
2 papers
cs.LG2018★ 3 cited
Towards a more efficient representation of imputation operators in TPOT
Unai Garciarena, Alexander Mendiburu, Roberto Santana
Automated Machine Learning encompasses a set of meta-algorithms intended to design and apply machine learning techniques (e.g., model selection, hyperparameter tuning, model assess…
cs.LG2017★ 10 cited
Evolving imputation strategies for missing data in classification problems with TPOT
Unai Garciarena, Roberto Santana, Alexander Mendiburu
Missing data has a ubiquitous presence in real-life applications of machine learning techniques. Imputation methods are algorithms conceived for restoring missing values in the dat…