feature,importance
credit_score,0.13739304
debt_to_income,0.10605412
home_ownership,0.100115
age,0.09896107
income,0.09830476
loan_amount,0.097870015
employment_length,0.09592874
education,0.09347555
num_credit_lines,0.0879608
loan_purpose,0.0839369