Abstract: Everyone wants to get into the best university they could think of for their master’s degree but considered the different requirements considered by the universiy’s admission committee, it becomes extremely difficult to predict whether they would get into the university or not. Our model will predict whether the student can get into the university and using this model we will be trying to tune the parameters and get the best Logistic Regression model for ideal results. Given various tuning techinques, we will try to find the best tuning method for our model.