Energy Consumption Regression

This project involves performing linear regression to predict energy consumption based on various features.

Columns Description

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

Files

• ENB2012.csv: Dataset used for the analysis.
• linear_regression.py: Python script containing the linear regression model and evaluation.

Instructions

1. Clone the repository:

   git clone https://github.com/your-username/energy-consumption-regression.git