/Predicting-House-Prices-using-scikit-learn

Predicting USA house / real estate prices using Linear Regression (via scikit-learn)

Primary LanguageJupyter Notebook

Predicting-House-Prices-using-scikit-learn

Predicting USA house / real estate prices using Linear Regression (via scikit-learn)

Approach:

  • load Pandas DataFrame containing housing data retrieved.
  • do some simple data exploration / visualisation
  • remove non-numeric data.
  • split the data in train and test sets (+ normalise independent variables where required)
  • fit the model
  • evaluate estimator performance

Packages required

Scatter plot - Predicted prices vs. True price

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Note

The data set I have used is virtually created and is not actual. So the prices may not reflect as real.