CSMAS: Improving Multi-Agent Credit Scoring System by Integrating Big Data and the new generation of Gradient Boosting Algorithms.
Youssef TounsiHouda AnounLarbi HassouniPublished in: NISS (2020)
Keyphrases
- big data
- credit scoring
- boosting algorithms
- logistic regression
- loss function
- cloud computing
- multi class
- data management
- cost sensitive
- data analysis
- data processing
- support vector machine svm
- business intelligence
- social media
- knowledge discovery
- credit card
- data mining technology
- data mining
- binary classification
- machine learning
- base classifiers
- data warehousing
- ensemble methods
- weak classifiers
- databases
- reinforcement learning
- upper bound
- generalization error
- naive bayes
- support vector
- pattern recognition
- pairwise
- database