https://github.com/yanxue06/housing-price-predictor

Python-based California housing price predictor
https://github.com/yanxue06/housing-price-predictor

jupyter numpy pandas python seaborn

Last synced: about 1 month ago
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Python-based California housing price predictor

• Host: GitHub
• URL: https://github.com/yanxue06/housing-price-predictor
• Owner: yanxue06
• Created: 2024-08-02T05:50:52.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-08-02T06:01:09.000Z (7 months ago)
• Last Synced: 2024-11-13T00:43:30.436Z (3 months ago)
• Topics: jupyter, numpy, pandas, python, seaborn
• Language: Jupyter Notebook
• Homepage:
• Size: 2.86 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Housing-Price-Predictor

Tested various regression models (linear and forest) to accurately predict housing prices given various deciding factors. Using random forest regression, the model predicted housing prices wiht a 81.54% percent accuracy