This report is my final project for my stats course at Middlebury College, taught by Professor Alex Lyford: STAT 218, Statistical Learning. Its objective was to address a research question in the context of supervised & unsupervised learning methods we learned this semester, alongside a description of a new method in context that we had not learned in class.