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UTSAVS26 / PyVerse

PyVerse is an open-source collection of diverse Python projects, tools, and scripts, ranging from beginner to advanced, across various domains like machine learning, web development, and automation.
https://sites.google.com/view/pyverse-python-universe/
MIT License
41 stars 92 forks source link

📃: Red wine Quality Detection #301

Open inkerton opened 1 day ago

inkerton commented 1 day ago

:red_circle: Title : Red wine Quality Detection :red_circle: Aim : Red wine Quality Detection by statisticall addressing and referencinf each of these features 'residual sugar', 'total sulfur dioxide', 'sulphates', 'alcohol', 'volatile acidity', 'quality' and then thoroughly taking out a decision on the overall quality. :red_circle: Brief Explanation : Detecting the quality of Red Wine based on different factors like alcohol concentration and also visualizing the data for better analytical approach. And then at last rechecking the result of our model using different algorithms like LogisticRegression, GaussianNB, KNeighborsClassifier, etc. The final model is checked against 7 Algorithms to determine its success rates.

Screenshots 📷

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Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

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