Sumários

Clustering evaluation (cont.)

26 Novembro 2024, 16:30 Helena Aidos

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


Clustering evaluation (cont.)

26 Novembro 2024, 15:00 Helena Aidos

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


Clustering evaluation (cont.)

26 Novembro 2024, 15:00 Sara C. Madeira

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


Linear Models I

26 Novembro 2024, 13:00 Sara C. Madeira

Introduction to linear models in classification and regression.

Basic linear classifier,  least squares method and regularised models.


Clustering evaluation

21 Novembro 2024, 10:30 Sara C. Madeira

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