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wine-price-prediction's Introduction

Wine-Price-Prediction Model built with Keras Functional Model API

This model takes a wine's description and variety as input and predicts the price of the wine.

Input

  • Description - The color is a bit murky, but the wine offers sound, solid varietal aromas and plenty of sweet fruit. It's definitely front-loaded, with sweet cherry/berry and a nicely managed finish with a lick of chocolate. It shows the California influence of the winemaker, who is based in Santa Rosa.
  • Variety - Pinot Noir

Prediction

  • Price Predicted: 41.068443
  • Actual Price : 39.0

Requirements

  • Make sure you have TensorFlow, Pandas, and Jupyter installed
  • Also this worked when I installed Tensorflow 1.07
  • It gives zero accuracy on Tensorflow 1.12

wine-price-prediction's People

Contributors

namansharma02 avatar

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