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handecarkci/
wine-quality-classifier

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🍷 Wine Quality Classifier

This model predicts the quality label (low, medium, or high) of red wine based on its physicochemical properties.

🔢 Input Features

fixed_acidity
volatile_acidity
citric_acid
residual_sugar
chlorides
free_sulfur_dioxide
total_sulfur_dioxide
density
pH
sulphates
alcohol

🧠 Model Info

Type: RandomForestClassifier (scikit-learn)
Trained on UCI Wine Quality Dataset
Labels: low (≤5), medium (=6), high (≥7)

🧪 Example Input

json

{
  "fixed_acidity": 7.4,
  "volatile_acidity": 0.7,
  "citric_acid": 0.0,
  "residual_sugar": 1.9,
  "chlorides": 0.076,
  "free_sulfur_dioxide": 11.0,
  "total_sulfur_dioxide": 34.0,
  "density": 0.9978,
  "pH": 3.51,
  "sulphates": 0.56,
  "alcohol": 9.4
}

handecarkci/wine-quality-classifier

🍷 Wine Quality Classifier

🔢 Input Features

🧠 Model Info

🧪 Example Input

handecarkci/
wine-quality-classifier