ariewjy / jaksel_house_pricing

South Jakarta House Pricing Prediction

by Edycakra Immanuel Sinaga

• A simple machine learning app built with Flask showcasing the implementation of Linear Regression to predict house price in South Jakarta. Dataset is gathered from OLX website.

• ML App: https://jakselhouseprice.herokuapp.com

Data Preparation and Preprocessing

Feature Engineering

Model

API Message and Response

• BASE URL

  https://jakselhouseprice.herokuapp.com

• URL

  /predict_api

• Method:

  POST

• Data Params Sample

{
    "data": {
        "NBED": 3,
        "NBATH": 3,
        "NFLOOR": 2,
        "BLDAR": 134,
        "LNDAR": 130,
        "CERT": "SHM",
        "LOC": "Pasar Minggu"
    }
}

• Success Response:

  • Status: 200
    Content:
    1622404393.874084