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Use Decision Tree, Random Forest, and Gradient Boosting models to predict the final sale prices for residential houses in Iowa.

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Sale Prices Prediction for Residential Houses in Ames, Iowa (ongoing)

Data description:

Notebooks:

  • Version 1: initial modeling with Decision Tree and Random Forest
  • Version 2: advanced modeling using Pipeline

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Use Decision Tree, Random Forest, and Gradient Boosting models to predict the final sale prices for residential houses in Iowa.

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random-forest sklearn pipeline-processor decision-tree gradient-boosting

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