Sumários

Support vector machines and model evaluation and selection

10 Dezembro 2024, 15:00 • Helena Aidos

Notebook with examples of Support Vector Machines and the kernel trick in scikit-learn. Notebook with model evaluation and selection: cross-validation and metrics.

Model Evaluation and Selection

10 Dezembro 2024, 13:00 • Sara C. Madeira

Recap on SVMs.

Model evaluation and selection: train and test setting, cross-validation, parameter tuning and nested-cross-validation.

Linear models

5 Dezembro 2024, 10:30 • Sara C. Madeira

Implementation of linear regression and support vector machines in scikit-learn.

Linear models

5 Dezembro 2024, 09:00 • Sara C. Madeira

Implementation of linear regression and support vector machines in scikit-learn.

Linear models

3 Dezembro 2024, 16:30 • Helena Aidos

Implementation of linear regression and support vector machines in scikit-learn.