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...