| { | |
| "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" | |
| } | |
| } |