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Wine Taster

$150.00 / month
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About the Wine taster bot

Wine taster is a machine learning-based wine quality estimator. This bot takes your wine physico-chemical properties, such as acidity and composition (quantitative), to predict wine quality.
Driven by up to 6500 training samples, the bot is carefully cross-validated and generalises well for both white and red wine. The bot outputs the True label (quality scores from 6/10 to 10/10) or the False label (scores from 1/5 to 5/5).

The following inputs are required when using this bot:

  • wine type (red or white)
  • wine’s fixed acidity
  • volatile acidity
  • citric acid
  • residual sugar
  • chlorides
  • Free sulfur dioxide
  • Total sulfur dioxide
  • Density
  • pH
  • Sulphates
  • alcohol

Please check out the Cortez et al. paper if you want to know more about these parameters.

Embed my bot on your own site, add the code

<iframe style="max-width: 100% !important; border: none; height:250px" width="560" src="https://hailp.com/api/main/loadwidget/454/parent/csvbulk"></iframe>

TRY ME, FILL IN THE FIELDS BELOW

Source: 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, 2009

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