Karima-Sobhi / Loan_Prediction_Ai_Project

In AI Course in 4th semester (between March 2022 and April 2022). It was a teamwork.

Loan Prediction

Loans are the core business of banks. The main profit comes directly from the loan’s interest. The loan companies grant a loan after an intensive process of verification and validation. However, they still don’t have assurance if the applicant is able to repay the loan with no difficulties.

The goal of the project is to:

• Predict if the user can take loan or not from the given features.

Predictive Modules :

• ✅ Logistic Regression.

• ✅ ID3(Decision Tree).

• ✅ SVM (Support vector machine).

• ✅ Random forest.

• ✅ Navie Bayes.

• ✅ K-Nearest Neighbour.