Bashir Duale, Rafee Islam, Abhishek Mishra
Predict if students will need support after graduation based on their college applications
3,700 survey questions from 16,000 students answered from 10th grade to 6 years post college graduation.
Student "success" defined as job-satisfaction and job alignment to career goals. Used survey responses from 12th grade students to accurately reflect college applications and narrow down data points. Used ANOVA to narrow down data to most relevant data points.
Compared results of Linear Discriminant Analysis, Multi-Layer Perceptron, and K-Nearest Neighbors.