In Higher Educational Institutions Making Strategic Decision by using Machine Learning

Abstract

At the Strategic level decisions effect policies, strategies, and actions. Due to the stakeholder disengagement leads to 1)decision takes long time 2)data necessary is not involved. Machine learning is an important field of artificial intelligence using algorithms. This projectuses three algorithms to predict graduation rates about under graduate engineering students. By using ROC curve  we executed,estimate and enhance decision tree,  logistic regression and random forest.