Katrien Antonio
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Publications
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Lab
Teaching
CV
GAMs
Hands-on machine learning in R
Hands-on workshop teaching statistical learning methods, tree-based machine learning and deep learning methods with R.
Machine learning for insurance pricing
Insurance pricing with GLMs, GAMs and tree-based machine learning methods, construction of a GLM as a global surrogate for a more complex predictive model, the distRforest and maidrr packages
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