Ensemble Methodology: Innovations in Credit Default Prediction Using LightGBM, XGBoost, and LocalEnsemble.
Mengran ZhuYe ZhangYulu GongKaijuan XingXu YanJintong SongPublished in: CoRR (2024)
Keyphrases
- prediction accuracy
- neural network ensemble
- ensemble methods
- prediction algorithm
- prediction model
- credit scoring
- ensemble learning
- prediction error
- ensemble classifier
- machine learning
- box jenkins
- random forest
- base classifiers
- statistical methods
- credit card
- training set
- training data
- decision trees
- learning algorithm
- data sets