Sumários

Lab 6 (Week 8) (aula online)

9 novembro 2020, 12:30 Cláudia Antunes

Gradient Boosting and Balancing.


Lab 6 (Week 8)

9 novembro 2020, 12:30 Francisco Faria Barata

Regression, Gradient Boosting and Balancing


AT14 - Classification: ensemble - boosting (aula online)

9 novembro 2020, 11:00 Cláudia Antunes

Boosting and gradient boosting algorithm.

Exercises: classification.


Lab 5 (Week 7)

5 novembro 2020, 14:00 André Patrício

Random forests and Feature selection


AT13 - (aula online)

5 novembro 2020, 12:30 Cláudia Antunes

Deloitte case study: wrapping classification. Comparison of KNN, Decision Trees, Random Forests and MultiLayerPerceptrons with new features.

Exercises: data profiling, feature engineering and  modelling.