#AI Model predict G1, G2, G3 math scores base on academic feature

#The project is still in develop

• Progam's features:

  • Machine learning model use XGBoost Model to predict
  • Filtering importance feature to increase model's efficiency
  • Model and features was saved as ".pkl" file
  • Visualization Importance Score Plot

• Project Structure:

  • D:. ª structure.txt
  • +---Math_Score_Predict
  • ª ª Math_G1_Score_Predict.py
  • ª ª Math_G2_Score_Predict.py
  • ª ª Math_G3_Score_Predict.py
  • ª ª Model_XGBoost_Selected_Predict_G1.pkl
  • ª ª Model_XGBoost_Selected_Predict_G2.pkl
  • ª ª Model_XGBoost_Selected_Predict_G3.pkl
  • ª ª selected_features_predict_g1.pkl
  • ª ª selected_features_predict_g2.pkl
  • ª ª selected_features_predict_g3.pkl
  • ª ª
  • ª +---pycache
  • +---student

  •       student-mat.csv
          student-merge.R
          student-por.csv
          student.txt
    

How to use:

1. Clone repo:

   git clone https://github.com/triai/student-g3-predictor.git
   

2. Install library

   pip install -r requirements.txt

3. Run predict script

   python Predict_G3.py