{ "sklearn": { "columns": [ "Number_of_Riders", "Number_of_Drivers", "Location_Category", "Customer_Loyalty_Status", "Number_of_Past_Rides", "Average_Ratings", "Time_of_Booking", "Vehicle_Type", "Expected_Ride_Duration", "Historical_Cost_of_Ride" ], "environment": [ "scikit-learn" ], "example_input": { "Average_Ratings": [ 4.47, 4.06, 3.99 ], "Customer_Loyalty_Status": [ "Silver", "Silver", "Silver" ], "Expected_Ride_Duration": [ 90, 43, 76 ], "Historical_Cost_of_Ride": [ 284.25727302188227, 173.87475274940766, 329.7954689622466 ], "Location_Category": [ "Urban", "Suburban", "Rural" ], "Number_of_Drivers": [ 45, 39, 31 ], "Number_of_Past_Rides": [ 13, 72, 0 ], "Number_of_Riders": [ 90, 58, 42 ], "Time_of_Booking": [ "Night", "Evening", "Afternoon" ], "Vehicle_Type": [ "Premium", "Economy", "Premium" ] }, "model": { "file": "best_model.pkl" }, "model_format": "pickle", "task": "tabular-regression" } }