hjhuney / Kaggle-Ames-Housing-Prices

Regression model to predict housing prices

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Kaggle-Ames-Housing-Prices

The Ames housing dataset is one of the most popular ones for regression on Kaggle.

The project overview is available at the link below:

Kaggle: House Prices Advanced Regression Techniques

The project is scored using root mean squared logarithmic error ("RMSLE") and the goal is to take a set of training data and predict housing prices in the test data. I succeeded in attaining a top 17% score and utilized data exploration, feature engineering, scaling, model building, hyperparameter tuning, cross-validation, and ensemble construction.

You can see my output at the link below.

Ames Housing Notebook

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Regression model to predict housing prices


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