Predict the miles per gallon (MPG) of cars using linear regression
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Updated
Jun 29, 2024 - Jupyter Notebook
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mileage-prediction
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Mileage Prediction - Regression Analysis 🚗 This project predicts vehicle mileage (MPG) using Linear Regression. It preprocesses data, visualizes feature relationships, and achieves an R² score of 70.3%. 🚀 🔹 Key Features: Data cleaning, visualization, and model training. 📊 Performance: MAE: 3.33 | MAPE: 14.7% | R²: 70.3% 📌 MIT License
python data-science machine-learning linear-regression regression fuel-efficiency dataset-analysis mileage-prediction
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Updated
Feb 25, 2025 - Jupyter Notebook
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