https://github.com/mpolinowski/scikit-wine-quality
Predicting Wine Quality with Several Classification Techniques using SciKit Learn.
https://github.com/mpolinowski/scikit-wine-quality
feature-classifiers python scikit-learn
Last synced: 21 days ago
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Predicting Wine Quality with Several Classification Techniques using SciKit Learn.
- Host: GitHub
- URL: https://github.com/mpolinowski/scikit-wine-quality
- Owner: mpolinowski
- Created: 2023-01-30T07:18:47.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2023-01-30T07:24:31.000Z (over 3 years ago)
- Last Synced: 2025-09-06T00:44:05.295Z (9 months ago)
- Topics: feature-classifiers, python, scikit-learn
- Language: Python
- Homepage: https://mpolinowski.github.io/docs/IoT-and-Machine-Learning/ML/2023-01-30-predicting-wine-quality/2023-01-30
- Size: 329 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# SciKit Wine Quality
Predicting Wine Quality with Several Classification Techniques using SciKit Learn.
> Based on [Red Wine Quality](https://www.kaggle.com/datasets/uciml/red-wine-quality-cortez-et-al-2009), _Simple and clean practice dataset for regression or classification modelling_
> __Source__: The two datasets are related to red and white variants of the Portuguese [Vinho Verde](http://www.vinhoverde.pt/en/) wine. For more details, consult the reference [Cortez et al., 2009](https://archive.ics.uci.edu/ml/datasets/wine+quality). Due to privacy and logistic issues, only physicochemical (inputs) and sensory (the output) variables are available (e.g. there is no data about grape types, wine brand, wine selling price, etc.).
## Feature Importance
### Red Wines
### White Wines
