This project involves performing linear regression to predict energy consumption based on various features.
The dataset contains the following columns:
- X1: Relative Compactness
- X2: Surface Area
- X3: Wall Area
- X4: Roof Area
- X5: Overall Height
- X6: Orientation
- X7: Glazing Area
- X8: Glazing Area Distribution
Target Variables:
- y1: Heating Load
- y2: Cooling Load
ENB2012.csv: Dataset used for the analysis.linear_regression.py: Python script containing the linear regression model and evaluation.
- Clone the repository:
git clone https://github.com/your-username/energy-consumption-regression.git