Sumários

Lab 4 (Week 6)

26 outubro 2020, 12:30 • Francisco Faria Barata

Decision trees and Overfitting

AT10 - Overfitting and Feature engineering (aula online)

26 outubro 2020, 11:00 • Cláudia Antunes

Overfitting.

Feature engineering: selection and generation. 
Deloitte case study: identifying overfitting and discussion  the possibility of applying feature selection: pros  and cons; discussion of possible new  variables to generate, and false predictors.

Lab 3 (Week 5)

22 outubro 2020, 14:00 • André Patrício

Naive Bayes and KNN

AT9 - Classification: symbolists (aula online)

22 outubro 2020, 12:30 • Cláudia Antunes

Symbolists: decision trees - algorithms, measures and the pruning.

Deloitte case study: comparing naive  Bayes, KNN and decision trees.

Lab 3 (Week 5)

22 outubro 2020, 11:00 • André Patrício

Naive Bayes and KNN