27–30 Sept 2022
Europe/Zurich timezone

Introduction to Machine Learning in astroparticle physics

27 Sept 2022, 16:30
45m

Speaker

Tim Ruhe

Description

This very short introduction will summarize basic machine learning concepts and introduce and discuss a few feature selection and learning algorithms. The selected algorithms include: Naive Bayes, Nearest Neighbour Methods, Decicison Trees, Ensemble Methods and Neural Networks. Furthermore, the talk will address the selection of appropriate input variables as well as possibilities to exclude badly simulated observables.

Presentation materials