Material Strength Prediction (ML)

Objective

Predict concrete compressive strength using regression algorithms and compare performance.

Models

• Linear Regression
• Polynomial Regression (degree=2)
• Decision Tree
• Random Forest
• XGBoost

Metrics

• MAE
• RMSE
• R² Score

Run

pip install -r requirements.txt python main.py

Results are printed in the terminal and saved as results.csv.