Building a machine learning model that uses a dataset containing wine features to predict the quality of the wine.
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Updated
May 22, 2024 - Jupyter Notebook
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wine-quality-predictor
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In this project I did lot of efforts because the dataset used was imbalanced that's why i couldn't find any ML algorithms that gave me good results, I tried different Sampling techniques, although nothing happened. Finally I build this project using ANN and got an 77% accuracy and also very good precision, recall and f1 score.
deep-learning artificial-neural-networks wine ann wine-quality white-wine-quality wine-quality-prediction wine-quality-predictor
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Updated
Sep 20, 2024 - Python
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