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delhi-rent-predictor's Introduction

Delhi Rent Price Predict🏠

In this notebook, we're going to go through machine learning project with the goal of predict the Rental Price in Delhi. see LIVE WEBSITE

1. Problem defition

Predict the rental price in Delhi based on area and other factors as well.

2. Data

The dataset we're going to be using is extracted from www.makaan.com and was scraped using a chrome extension called Instant Data Scraper.

See the original source here: https://www.kaggle.com/saisaathvik/house-rent-prices-of-metropolitan-cities-in-india

3. Evaluation

The evaluation metric for this competition is the R^2 (Coefficient of determination) between the actual and predicted auction prices.

Note: The goal for most regression evaluation metrics is to minimize the error. For example, our goal for this project will be to build a machine learning model which max R^2.

4. Features

* Number of bedrooms * Number of bathrooms * Location * Area * Furnished Status

5. Deployment

See Action here at : https://delhirentpredict.herokuapp.com/
If you liked what you saw, want to have a chat with me about the portfolio, work opportunities, or collaboration, shoot an email at [email protected]

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