https://github.com/hootbu/housepricing-linearregression

Example of making a house price prediction on a given dataset using Linear Regression. Created by Emir Yorgun, Ezgi Gümüştekin.
https://github.com/hootbu/housepricing-linearregression

Last synced: 2 months ago
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Example of making a house price prediction on a given dataset using Linear Regression. Created by Emir Yorgun, Ezgi Gümüştekin.

• Host: GitHub
• URL: https://github.com/hootbu/housepricing-linearregression
• Owner: hootbu
• License: apache-2.0
• Created: 2023-01-20T13:24:00.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-03-12T21:43:26.000Z (about 2 years ago)
• Last Synced: 2025-02-06T17:13:45.683Z (4 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 1.06 MB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
## Linear Regression - House Price Prediction

#### There are various operations and visualizations made on the dataset. It also includes how columns of type object can be handled in regression.

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## Doğrusal Regresyon - Konut Fiyat Tahmini

#### Veri seti üzerinde çeşitli işlemler ve görselleştirmeler yapılmaktadır. Ayrıca, nesne türündeki sütunların regresyonda nasıl işlenebileceğini de içerir.

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### A few images from the project | Projeden Birkaç Görsel

###### Note: Check out the project for more. | Not: Dahası için projeyi inceleyin.

### Road Map | Yol Haritası

![roadmap](https://user-images.githubusercontent.com/94324663/224574945-aee19f0e-9bc3-4e60-a653-910f673d2651.png)

### Correlation Matrix | Korelasyon Matrisi

![Corr](https://user-images.githubusercontent.com/94324663/224575277-802175be-874a-4356-8f55-0a8be40cec01.jpg)

### The Fitness Graph Between the Regression Line and the Data | Veriler ve Regresyon Doğrusu Arasındaki Uyum Grafiği

![final](https://user-images.githubusercontent.com/94324663/224575230-d28fe2f7-9b7e-4b8a-ae3e-0948b8fe8687.jpg)