{ "LOW": { "features": { "city_id": 3, "property_type": "RESORT", "star_rating": 5.0, "hotel_avg_rating_prior": 5.0, "hotel_reviews_count_prior": 186, "hotel_amenity_count": 14, "bed_type": "DOUBLE", "bed_count": 2, "room_size_sqm": 33.9, "view_type": null, "smoking_allowed": 0, "breakfast_included": 1, "base_price_per_night": 144.14, "effective_price_per_night": 155.84, "price_to_base_ratio": 1.0812, "max_occupancy": 3, "total_quantity": 12, "available_quantity_at_booking": 5, "availability_ratio_at_booking": 0.4167, "minimum_stay_nights": 2, "stop_sell": 0, "is_refundable": 1, "guests_count": 5, "rooms_count": 1, "number_of_nights": 5, "total_price": 779.22, "days_until_checkin": 6, "checkin_month": 2, "checkin_dayofweek": 1, "checkin_weekend": 0, "customer_prior_bookings": 8, "customer_prior_cancellations": 1, "customer_prior_cancel_rate": 0.125, "customer_prior_completed": 6, "customer_prior_no_show": 1, "customer_avg_prior_spend": 390.58, "customer_favorites_count": 3, "customer_has_favorited_hotel": 0, "customer_account_age_days": 530, "customer_last_login_recency_days": 21, "email_verified": 1, "phone_verified": 0 }, "expected_risk_level": "LOW", "example_probability_rounded": 0.149938, "description": "Synthetic test-set example; not a real guest booking" }, "MEDIUM": { "features": { "city_id": 2, "property_type": "HOTEL", "star_rating": 4.0, "hotel_avg_rating_prior": 3.87, "hotel_reviews_count_prior": 341, "hotel_amenity_count": 12, "bed_type": "QUEEN", "bed_count": 1, "room_size_sqm": 43.3, "view_type": "CITY", "smoking_allowed": 0, "breakfast_included": 1, "base_price_per_night": 162.37, "effective_price_per_night": 225.77, "price_to_base_ratio": 1.3905, "max_occupancy": 3, "total_quantity": 4, "available_quantity_at_booking": 1, "availability_ratio_at_booking": 0.25, "minimum_stay_nights": 1, "stop_sell": 0, "is_refundable": 1, "guests_count": 1, "rooms_count": 1, "number_of_nights": 2, "total_price": 451.54, "days_until_checkin": 16, "checkin_month": 1, "checkin_dayofweek": 5, "checkin_weekend": 1, "customer_prior_bookings": 5, "customer_prior_cancellations": 2, "customer_prior_cancel_rate": 0.4, "customer_prior_completed": 3, "customer_prior_no_show": 0, "customer_avg_prior_spend": 315.1, "customer_favorites_count": 4, "customer_has_favorited_hotel": 0, "customer_account_age_days": 182, "customer_last_login_recency_days": 7, "email_verified": 1, "phone_verified": 1 }, "expected_risk_level": "MEDIUM", "example_probability_rounded": 0.499942, "description": "Synthetic test-set example; not a real guest booking" }, "HIGH": { "features": { "city_id": 5, "property_type": "HOTEL", "star_rating": 4.0, "hotel_avg_rating_prior": 4.12, "hotel_reviews_count_prior": 130, "hotel_amenity_count": 11, "bed_type": "TWIN", "bed_count": 2, "room_size_sqm": null, "view_type": "GARDEN", "smoking_allowed": 0, "breakfast_included": 0, "base_price_per_night": 127.36, "effective_price_per_night": 155.62, "price_to_base_ratio": 1.2219, "max_occupancy": 3, "total_quantity": 12, "available_quantity_at_booking": 3, "availability_ratio_at_booking": 0.25, "minimum_stay_nights": 1, "stop_sell": 0, "is_refundable": 1, "guests_count": 3, "rooms_count": 1, "number_of_nights": 3, "total_price": 466.85, "days_until_checkin": 34, "checkin_month": 3, "checkin_dayofweek": 3, "checkin_weekend": 0, "customer_prior_bookings": 3, "customer_prior_cancellations": 3, "customer_prior_cancel_rate": 1.0, "customer_prior_completed": 0, "customer_prior_no_show": 0, "customer_avg_prior_spend": 92.45, "customer_favorites_count": 5, "customer_has_favorited_hotel": 0, "customer_account_age_days": 791, "customer_last_login_recency_days": 7, "email_verified": 1, "phone_verified": 1 }, "expected_risk_level": "HIGH", "example_probability_rounded": 0.848767, "description": "Synthetic test-set example; not a real guest booking" } }