Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture presents examples of decision models for supervised learning, including ordinary least squares regression, classification, ranking pairs, and sequence decoding for OCR models. It covers topics such as square loss, mean square risk, 0-1 loss, misclassification error, and target function assignment.