Loan_approval

In this project, based on the historical data of customers, who has applied for loans, we will identify whether loan should be approved or not.

1. Analysis :- Feature Selection (Dimension Reduction)

1.1 Plotting Correlation

1.2 Variance Check

1.3 Missing Values Check

2. Model Building

2.1 Logistic Regression 2.2 Random Forest 2.3 Xgboost Classifier