Research

IEEE SMART 2023 · Moradabad, India

Predictive ML for Educational Decisions

Sharath Pai, Asim Wahedna, Hassan Shaikh, Shreyas Gosavi, Tushar Sawant

Choosing an engineering college in India means weighing thousands of institutes on fees, placements, location and campus. We built a dataset of 387 engineering colleges in Maharashtra from scratch, classified them on common predictors, and used regression on previous years' data to forecast admission cut-offs.

Conference

2023 12th International Conference on System Modeling & Advancement in Research Trends (SMART)

Presented

22–23 Dec 2023

Methods

Logistic regression, Linear regression, LDA, Decision trees, Ensembles

DOI

10.1109/SMART59791.2023.10428606