amina-mardiyyah/Loan-Prediction-Project

As part of the assessment for completion of machine learning basics by DataScienceNigeria # Loan-Prediction-Project As part of the assessment for completion of machine learning basics by DataScienceNigeria. A loan prediction system to predict iff a customer acquires a loan or not, given certain features such as : 1. CreditHistory 2. Loan amount 3. Applicant Income 4. Loan Status 5. Education 6. Dependents 7. Education 8. Loan Amount term 9. Gender 10. Propert Area et cetera. These features were used to build several machine learning models, a feature selection method was also used to help select which of the features were better correlated with the target column and help improve the accuracies of the models.