Problem Statement: Given the bank's data predict the Loan Amount sanctioned to the applicant.
Solution Description & Results: Various Regression models are used to predict the Loan Amount and best results are (R-Squared Score of 0.93) is achieved using the Random Forest Model. The results are displayed below:
The Repository contains the following:
- Jupyter Notebook, containing the solution to the problem statement.
- Dataset(Train and Test)
- Predictions
- README.md