A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring.
Yufei XiaChuanzhe LiuYuYing LiNana LiuPublished in: Expert Syst. Appl. (2017)
Keyphrases
- credit scoring
- parameter optimization
- logistic regression
- decision trees
- random forests
- genetic algorithm ga
- differential evolution
- naive bayes
- genetic algorithm
- support vector
- support vector machine svm
- support vector machine
- parameter estimation
- hyperparameters
- bayesian inference
- random forest
- maximum likelihood
- parameter settings
- bayesian networks
- credit card
- machine learning
- pid controller
- data mining technology
- information entropy
- loss function
- data mining
- training set
- decision table
- neural network
- fuzzy logic
- evolutionary algorithm
- learning algorithm