9417 Group project

members:

Lu Yucheng

Liu Jiayu

Han Yikai

Wu Shanshan

EDA and data preprocessing

• EDA.py

feature engineering

• feature_eng.py

Models File

1. Logistic Regression
   • LR_model3.py
2. Linear Regression
   • LR.py
3. K Nearest Neighbour
   • KNN_model2.py
4. Multi-layer Perceptron
   • MLP_model_1.py
   • MLP_model_2.py
   • MLP_model_final.py
5. Support Vector Machine:
   • SVM_model_1.py
   • SVM_model_2.py
   • SVM_model_final.py
6. Decision Tree
   • DT.py
7. Naive Bayess
   • MNB.py
8. Random Forest
   • RF.py
9. XGBoost(Gradient Boosting Decision Tree)
   • XGB.py