Sumários

Exercises on mixture models

14 Março 2022, 18:30 • Helena Aidos

Comparison of AdaBoost with different number of experts.

Implementation of a Weighted Average Ensemble System in Python.

Ensemble machines

14 Março 2022, 16:30 • Luís Miguel Parreira e Correia

Static ensembles:
- bagging - random forests
- boosting - filtering, AdaBoost, XGBoost
Dynamic ensembles
Regularisation

Exercises with SVMs

8 Março 2022, 14:00 • Helena Aidos

Exercises with support vector machines (SVMs)

Exercises with SVMs

7 Março 2022, 18:30 • Helena Aidos

Exercises with support vector machines (SVMs)

Kernel machines

7 Março 2022, 16:30 • Luís Miguel Parreira e Correia

Kernels
Kernel trick
SVMs
Curse of dimensionality