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This week’s class

Dr Christine Malot – LJAD

Dr Christine Malot
  • Maître de Conférences – Nice Sophia-Antipolis University
  • Co-author of the R CRAN Package “VSURF:Variable Selection Using Random Forests”

Advanced Statistical Analysis & Machine Learning


This course focuses the students’ knowledge on two main areas: the CART algorithm and random forests in the context of Big Data and being used for a Map/Reduce system (first week), feature selection and engineering, covering techniques such as bagging, boosting, cross-validation and concluding with model competition and selection and an overview of various faulty implementations of techniques in “point-and-click” tools.

Dr Christine Malot