The Use of Data Science for Sports Analysis Purposes

This thesis is dedicated to the application of data science to sports data. The research for this thesis is part of a bigger project on injury prevention and sport performance called Citius Altius Sanius (CAS). Two data sets from two different projects within CAS are analysed, with two different goals; one focusses on sports injury prevention in...

Preventing overfitting in Mixed Integer Optimization based classification tree construction

The global use of azole antifungals as treatment against infections caused by <i>Candida</i> has led to an increase in azole resistance. The primal goal of this BSc thesis is to improve existing Mixed Integer Optimization models to classify azole resistance of <i>C. glabrata</i> more accurately by preventing overfitting. Moreover, these...