Advanced Computing and Machine Learning

Session

Decision Trees

26 May 2020, 09:00

Virtual (Microsoft Teams) (Instituto Galego de Física de Altas Enerxías (IGFAE))

Description

Decision Trees
Bootstrap, Bagging and Random Forest
Naive boosting for regression
Adaptive boosting
Gradient boosting
Stacked generalization
Bias-variance trade-off

Presentation materials

day2-decision-trees-ensembles.pdf

day2-particle_id.pdf

day2-particle_id.pptx