MLimputation.md

Machine learning techniques for imputation (boosting, deep learning, ....)

There a number of different R packages for imputation, e.g. VIM, simputation, missForest or mice. However, none of them make the wide range of readily avalaible machine learning techniques available exhaustively as the caret package does for classification and regression techniques in genereral.

• An idea would be to make an imputation wrapper around caret
• Provide an easy to use interface to use deep learning packages for imputation
• In which OS data sets deep learning might be useful?

Do you want to know more?

• Overview of caret
• Tensorflow for R
• RVowpalWabbit

Would you like to participate?

Please contact us via uRos2018 at cbs dot nl, with the subject unconf.

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