Enhancing Supervised Model Performance in Credit Risk Classification Using Sampling Strategies and Feature Ranking.
Niwan WattanakitrungrojPimchanok WijitkajeeSaichon JaiyenSunisa SathapornvajanaSasiporn TongmanPublished in: Big Data Cogn. Comput. (2024)
Keyphrases
- classification models
- feature selection
- feature ranking
- support vector
- probabilistic model
- sampling strategies
- pattern recognition
- classification algorithm
- image classification
- credit risk
- high dimensionality
- decision trees
- machine learning
- supervised learning
- evaluation method
- feature subset selection
- feature extraction
- learning algorithm