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California-Housing-Price-Estimation-Model

Housing price prediction model using neural networks

Housing Data in resd_data.xlsx

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Removed some outlier data in follwing manner. Removed Square Footage Structure smaller than 100 and bigger than 8000 Sqft.

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  • Used 4 Layer simple neural network with 128, 64, 16 and 1 neurons in layers.
  • Used k fold validation process using 4 folds.
  • Experiment results alt text
  • Full report in Report.pdf
  • Full solution in Price_prediction.ipynb

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Housing price prediction model using neural networks

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