Leveraging sentiment analysis and data augmentation to recreate recipe scoring algorithm with sparse data. Used MLPs and Gradient Boosting Regressors to compare regression metrics such as RMSE and MSE between raw data and raw data in conjunction with augmented data.
python sentiment-analysis scikit-learn multi-layer-perceptron vader-sentiment-analysis data-augmentation regression-analysis gradient-boosting-regressor text-blob recipe-review-analysis
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Updated
May 30, 2024 - Jupyter Notebook