Sumários

Distance-based models and model evaluation

6 Novembro 2025, 09:00 • Sara C. Madeira

- Implementation of k-nearest neighbors classifier using sckit-learn.

- Model evaluation and selection in supervised learning.

Distance-based models and model evaluation

4 Novembro 2025, 16:30 • Helena Aidos

- Implementation of k-nearest neighbors classifier using sckit-learn.

- Model evaluation and selection in supervised learning.

Distance-based models and model evaluation

4 Novembro 2025, 15:00 • Sara C. Madeira

- Implementation of k-nearest neighbors classifier using sckit-learn.

- Model evaluation and selection in supervised learning.

Distance-based models and model evaluation

4 Novembro 2025, 15:00 • Helena Aidos

- Implementation of k-nearest neighbors classifier using sckit-learn.

- Model evaluation and selection in supervised learning.

T07 - DISTANCE-BASED MODELS I - CLASSIFICATION (KNN) + Model Evaluation and Selection in Supervised Learning

4 Novembro 2025, 13:00 • Sara C. Madeira

Distance-based Models I (Classification): K-nearest neighbour classifier. Toy examples.

Model Evaluation and Selection in Supervised Learning: train and test sets, cross-validation, nested-cross-validation.