Sumários

Clustering evaluation

25 Novembro 2025, 15:00 • Helena Aidos

Conclusion of the clustering evaluation using external metrics: homogeneity, completeness and v-measure score, contingency matrix, and Fowlkes-Mallows score.

T10 - LINEAR MODELS I: INTRODUCTION + Basic linear classifier and Least Squares Classifier

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

Introduction to linear models in classification and regression.

Basic linear classifier, least squares method and regularised models.

Clustering [2/2]

20 Novembro 2025, 10:30 • Sara C. Madeira

- Implementation of hierarchical clustering using scikit-learn.

- Evaluation of clustering results using silhouette score, Calinsky-Harabasz and Davies-Bouldin metrics.

Clustering [2/2]

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

- Implementation of hierarchical clustering using scikit-learn.

- Evaluation of clustering results using silhouette score, Calinsky-Harabasz and Davies-Bouldin metrics.

Clustering [2/2]

18 Novembro 2025, 16:30 • Helena Aidos

- Implementation of hierarchical clustering using scikit-learn.

- Evaluation of clustering results using silhouette score, Calinsky-Harabasz and Davies-Bouldin metrics.