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Read me | Lis moi | Leeme

CarPricePredictorML

CarPricePredictorML helps to predict the price of the car based on the "RandomTree" Algorithm. As learning model a sample learning model is provided based on which the car price is predicted with the different attributes.

Getting Started

CarPricePredictorML is a Spring Boot based project with Maven support. It can be built with the following commands :

$ mvn clean install
$ mvn spring-boot:run

Running the tests

$ mvn clean test

Demo

UI

CarPricePredictorML is hosted on a heroku server with a sample learning model file.

API

To use the API of CarPricePredictorML, the following URL, Header and JSON body can be used:

  • Request URL
[POST] http://carpricepredictor.herokuapp.com/v1/cars
  • Header
Content-Type:application/json
  • Body
{
    "kilometers": 2500,
    "owner": 2,
    "rcType": "INDIVIDUAL",
    "engineType": "PETROL",
    "transmissionType": "MANUAL",
    "registrationyear": "2000",
    "city": "Bangalore",
    "modelType": "LXI"
}

Authors

  • Harikrushna Vanpariya

Built With

  • Weka - The Machine Learning framework used.
  • SpringBoot - The Rest API framework used.
  • Maven - Dependency Management.
  • AngularJS - The UI framework used.
  • Bootstrap - The UI framework used.