Sumários

Linear models

3 Dezembro 2024, 15:00 • Helena Aidos

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

Linear models

3 Dezembro 2024, 15:00 • Sara C. Madeira

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

Linear Models II

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

Recap on Linear Models I.

Support Vector Machines (SVM): maximising the margin and support vectors, soft margin SVM and going beyond linearity with kernels.

Clustering evaluation (cont.)

28 Novembro 2024, 10:30 • Sara C. Madeira

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

Clustering evaluation (cont.)

28 Novembro 2024, 09:00 • Sara C. Madeira

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