College Prediction using ML

Each year, the majority of students apply for graduate programs to further their education and gain deeper knowledge on an academic or professional path. Universities consider JEE Rank to be selected from the candidate pool. In this paper, we examine and analyze these for our application, giving the probability of admission to this university a problem. Compare the models with the highest scores across time. In addition to the R2 score, other performance error metrics such as mean absolute error, mean squared error, and root means the squared error are calculated and displayed.