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