Predicting college retention rates from Google Street View images of campuses
Rushil Dileep,
Mithil Patil,
Tarun Mahesh
et al.
Abstract:Every year, around 40% of undergraduate students in the United States discontinue their studies, resulting in a loss of valuable education for students and a loss of money for colleges. Even so, colleges across the nation struggle to discover the underlying causes of these high dropout rates. In this paper, the authors discuss the use of machine learning to find correlations between the built environment factors and the retention rates of colleges. They hypothesized that one way for colleges to improve their r… Show more
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