{
    "all_features": [
        "Age",
        "Num_Bank_Accounts",
        "Num_Credit_Card",
        "Delay_from_due_date",
        "Num_of_Delayed_Payment",
        "Num_of_Loan",
        "Num_Credit_Inquiries",
        "Monthly_Inhand_Salary",
        "Interest_Rate",
        "Outstanding_Debt",
        "Credit_Utilization_Ratio",
        "Monthly_Balance",
        "Total_EMI_per_month",
        "Amount_invested_monthly",
        "Installment_to_Income",
        "Delayed_Per_Loan",
        "Debt_to_Income_Ratio",
        "DTI_x_LoanCount",
        "Debt_Per_Loan",
        "Loan_Count_Calculated",
        "Loan_Auto_Loan",
        "Loan_Credit-Builder_Loan",
        "Loan_Personal_Loan",
        "Loan_Home_Equity_Loan",
        "Loan_Mortgage_Loan",
        "Loan_Student_Loan",
        "Loan_Debt_Consolidation_Loan",
        "Loan_Payday_Loan",
        "Log_Annual_Income",
        "Credit_Mix_Ordinal",
        "Occupation_Architect",
        "Occupation_Developer",
        "Occupation_Doctor",
        "Occupation_Engineer",
        "Occupation_Entrepreneur",
        "Occupation_Journalist",
        "Occupation_Lawyer",
        "Occupation_Manager",
        "Occupation_Mechanic",
        "Occupation_Media_Manager",
        "Occupation_Musician",
        "Occupation_Scientist",
        "Occupation_Teacher",
        "Occupation_Writer",
        "Occupation________",
        "Payment_of_Min_Amount_No",
        "Payment_of_Min_Amount_Yes",
        "Payment_Behaviour_High_spent_Medium_value_payments",
        "Payment_Behaviour_High_spent_Small_value_payments",
        "Payment_Behaviour_Low_spent_Large_value_payments",
        "Payment_Behaviour_Low_spent_Medium_value_payments",
        "Payment_Behaviour_Low_spent_Small_value_payments",
        "Payment_Behaviour_Unknown"
    ],
    "top_10_features": [
        "Credit_Mix_Ordinal",
        "Outstanding_Debt",
        "Delay_from_due_date",
        "Payment_of_Min_Amount_Yes",
        "Num_Credit_Card",
        "Interest_Rate",
        "Num_of_Delayed_Payment",
        "Installment_to_Income",
        "Num_Bank_Accounts",
        "Num_Credit_Inquiries"
    ]
}