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Notebook used to evaluate various machine learning models used to predict white wine quality.

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Supervised-ML-Sommelier

Notebook used to evaluate various machine learning models used to predict white wine quality.

The following statical learning and machine learning techniques were applied:

  1. Exploratory data analysis - EDA
  2. Logistic Regression
  3. Linear Discriminant Analysis - LDA
  4. Random Forest, Bagging Decision Tree, Boosting Decision Tree
  5. Neural Networks

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Notebook used to evaluate various machine learning models used to predict white wine quality.

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