harendra263/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. This dataset belongs to Lending Club.

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