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https://github.com/ankit21111/carpredict
This project predicts car prices using machine learning models, including Simple and Multiple Linear Regression. It covers data acquisition, feature selection, and optimization techniques like Ridge Regression. The best model, Multiple Linear Regression, achieved an R² score of 0.84. Check out the full analysis in the repository!
https://github.com/ankit21111/carpredict
data-analysis data-visualization matplotlib numpy pandas pyhton scipy seaborn sklearn
Last synced: about 2 months ago
JSON representation
This project predicts car prices using machine learning models, including Simple and Multiple Linear Regression. It covers data acquisition, feature selection, and optimization techniques like Ridge Regression. The best model, Multiple Linear Regression, achieved an R² score of 0.84. Check out the full analysis in the repository!
- Host: GitHub
- URL: https://github.com/ankit21111/carpredict
- Owner: ANKIT21111
- Created: 2024-11-17T14:21:13.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2024-11-18T14:49:42.000Z (about 2 months ago)
- Last Synced: 2024-11-18T16:04:41.585Z (about 2 months ago)
- Topics: data-analysis, data-visualization, matplotlib, numpy, pandas, pyhton, scipy, seaborn, sklearn
- Language: Jupyter Notebook
- Homepage:
- Size: 894 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0