EDA and Linear Regression model on Algerian Forest Fires dataset for wildfire prediction.
# Algerian Forest Fires - EDA and Linear Regression
This project analyzes the Algerian Forest Fires dataset and builds a Linear Regression model.
## Project Steps
- Data loading
- Exploratory Data Analysis
- Data preprocessing
- Feature selection
- Linear Regression model training
- Model evaluation
## Dataset
Dataset source: Kaggle
Dataset link:
## Technologies Used
- Python
- Pandas
- NumPy
- Matplotlib
- Seaborn
- Scikit-learn
## How to Run
1. Clone the repository:
```bash
git clone YOUR_REPO_LINK
```
2. Install dependencies:
```bash
pip install -r requirements.txt
```
3. Open notebook:
```bash
jupyter notebook
```