Mining Project

Objective

Predict Iron Concentrate using Machine Learning.

Algorithm

Linear Regression

Dataset

Mining Process Dataset

Libraries Used

• Pandas
• NumPy
• Scikit-learn
• Joblib
• Matplotlib

Results

• MAE: 0.4985

• MSE: 0.4070

• RMSE: 0.6379

• R² Score: 0.6743

• ##Note

• The dataset (cleaned_data.csv) and predictions.csv are not included in this repository because they exceed Github's web upload size limit