Accurately predicting which students are best suited for graduate programs is beneficial to both students and colleges. In this paper, we propose a quantitative machine learning approach to predict an applicant's potential performance in the graduate program. Our work is based on a real world dataset consisting of MS in CS [Master of Science in…

The university admission test comes after the high school graduation exam - the baccalaureate. The baccalaureate results of each candidate must be known by the university admissions committee. They provide information on the degree of intelligence, the skills acquired up to this date, but also the presence of inclinations and skills indispensable…

We explore generalizability and fairness across sociodemographic groups for predicting on-time college graduation using a national dataset of 41,359 college applications. Our features include sociodemographics, institutional graduation rates, academic achievement, standardized test scores, engagement in extracurricular activities, and work…

A growing body of literature is demonstrating that a number of students who are academically prepared for postsecondary fail to make the transition to college. The purpose of this study is to explore the relative influence of student and school level factors on three stages in students' college-going process: application, admission, and…

A synopsis of students course taking and the type of diploma chosen by high school students, also known as their Individualized Learning Plans (ILP), provides a holistic view of student's preparation in high school, and serves as a reliable indicator of their college and career readiness. While ILPs are mandated in over 30 states, limited work has…

Tuition discounting (TD), a practice whereby institutional grants are used to subsidize a student's educational expense, has become a common practice at four-year institutions. TDs impact on enrollments, financial aid, and budgets continues to increase, raising concerns about the long-term sustainability of the practice. Drawing upon Breneman's…