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michalcisek / hcdr

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Data preparation - Feature Engineering - Polynomial features #6

Open pavcio1989 opened 6 years ago

pavcio1989 commented 6 years ago

This task would involve identifying groups of variables for which we could prepare polynomial features (including testing different degree range).

Article to start with: https://www.kaggle.com/willkoehrsen/start-here-a-gentle-introduction

pavcio1989 commented 5 years ago

There is a notebook on 'data_prep' branch, named 'data_prep_FE.ipynb'. It is preparing a train and test sample with both polynomial features and domain features (ones present in the link in the description).