loan_approval_decision_tree.csv

Variable Data Type Description Age Integer Applicant's age is measured in years. Annual_Income Numerical Annual income of the applicant expressed in U.S. dollars (USD). Credit_Score Integer Credit score representing the applicant's creditworthiness (300–850). Higher values indicate lower credit risk. Existing_Debt Numerical Total outstanding debt of the applicant expressed in U.S. dollars (USD). Employment_Years Integer Number of years the applicant has been continuously employed. Home_Owner Categorical Indicates whether the applicant owns a home (Yes or No). Loan_Approved Binary Target variable indicating the loan decision (1 = Approved, 0 = Rejected).