strimslit

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dawidolko / WineQuality-Classifier-Python

Comparison of DecisionTree, kNN, and Random Forest classifiers (3 hyperparameter variants each) with a Majority Voting ensemble on the Wine Quality dataset. Stratified 5-fold CV, MinMaxScaler via Pipeline (no data leakage), metrics: accuracy & balanced accuracy. Results exported to LaTeX.

python classifier kaggle winequality strimslit

Updated Aug 30, 2026
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