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dynamic-pricing-model

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dynamic-pricing-model
File size: 1,865 Bytes 
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{
    "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"
    }
}