feature,importance
deposit_type,0.3218476444631672
service_quality_proxy,0.11567583871302403
lead_time,0.11404988391190603
market_segment,0.08387350752268308
previous_cancellations,0.06857870234849113
total_of_special_requests,0.05407209682649557
customer_type,0.05309776901587642
required_car_parking_spaces,0.04632142417578101
adr,0.02724117253402606
booking_value_score,0.023115167945795295
distribution_channel,0.0193338170857138
total_nights,0.010810792318707263
hotel,0.010139180633944393
stays_in_week_nights,0.0073726578258154485
total_guests,0.006009555970623054
competitor_price_index,0.00592094207955122
previous_bookings_not_canceled,0.005485364554724992
arrival_date_month,0.0053341336269082705
meal,0.004568614521513293
adults,0.0038274334691548706
reserved_room_type,0.0033828486357373334
stays_in_weekend_nights,0.003091457764657413
is_repeated_guest,0.0020631611591926074
seasonality_index,0.00185384556585146
is_family,0.0014285440301390604
children,0.0014278055270361663
babies,7.663777348361268e-05