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Predicting wine quality ratings

Overview

This repo contains Python notebooks that explore the red and white wine data sets from Cortez et al. 2009.

Requirements

Instructions

  1. Clone the repo

$ git clone [email protected]:andrewhercules/predict-wine-quality.git

  1. Change into the relevant directory

cd predict-wine-quality

  1. Start Jupyter Notebook environment

jupyter notebook

  1. Open notebook for red wine data set, white wine data set, or both data sets combined

Citation

P. Cortez, A. Cerdeira, F. Almeida, T. Matos and J. Reis. Modeling wine preferences by data mining from physicochemical properties. In Decision Support Systems, Elsevier, 47(4):547-553. ISSN: 0167-9236.