Novel hybrid ensemble credit scoring model with stacking-based noise detection and weight assignment.
Jianrong YaoZhongyi WangLu WangMeng LiuHui JiangYuangao ChenPublished in: Expert Syst. Appl. (2022)
Keyphrases
- noise detection
- scoring model
- weight assignment
- random forest
- ensemble learning
- base classifiers
- noise reduction
- median filter
- decision trees
- switching median filter
- ensemble methods
- data cleaning
- noise free
- rough sets
- impulse noise
- neural network
- data preprocessing
- impulsive noise
- training data
- training set
- locally adaptive
- multi class
- machine learning
- real world