Shipment Delay Prediction

To predict whether a shipment will be delayed or on time based on data such as shipment details, vehicle type, weather conditions, traffic, and distance. Created a flask app and an API and test it using Postman

Installation

Install the requiremens using the following command:
pip install -r requirements.txt

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Running the app

run app.py to start the flask app and set up the Postman agent. To set up the Postman agent

1. Select the POST option and set the URL as localhost:5000/predict

2. In the input field enter the input details in a JSON format as follows:

{
    "ShipmentID" : ,
    "Orgin" : ,
    "Destination" : ,
    "Weather Conditions" : ,
    "Weather Conditions" :
}

3. Hit send and in the input section the Prediction would be shown if the shipment is "On Time" or "Delayed"