Problem Defination: We need to predict the chances of getting admission is a foriegn university based on the some predictive variables like Gre Score, TOEFL Score, LOR, SOP, Univeristy Rating, etc.
Data Set: https://www.kaggle.com/mohansacharya/graduate-admissions/home
The dataset contains several parameters which are considered important during the application for Masters Programs. The parameters included are :
- GRE Scores ( out of 340 )
- TOEFL Scores ( out of 120 )
- University Rating ( out of 5 )
- Statement of Purpose and Letter of Recommendation Strength ( out of 5 )
- Undergraduate GPA ( out of 10 )
- Research Experience ( either 0 or 1 )
- Chance of Admit ( ranging from 0 to 1 )