Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/gracysapra/beer_review_prediction
This project predicts beer ratings using a dataset containing reviews, beer attributes, and user details. By employing regression models like Random Forest, Linear Regression, and SVR, it analyzes features such as review text, beer style, and ABV. Robust preprocessing, feature engineering, and metrics like MSE and R² ensure accurate predictions.
https://github.com/gracysapra/beer_review_prediction
Last synced: about 2 months ago
JSON representation
This project predicts beer ratings using a dataset containing reviews, beer attributes, and user details. By employing regression models like Random Forest, Linear Regression, and SVR, it analyzes features such as review text, beer style, and ABV. Robust preprocessing, feature engineering, and metrics like MSE and R² ensure accurate predictions.
- Host: GitHub
- URL: https://github.com/gracysapra/beer_review_prediction
- Owner: Gracysapra
- Created: 2024-11-20T11:17:26.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2024-11-20T11:39:28.000Z (2 months ago)
- Last Synced: 2024-11-20T12:39:00.361Z (2 months ago)
- Language: Jupyter Notebook
- Size: 26.4 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0