Conditional Markov Network Hybrid Classifiers Using on Client Credit Scoring.
Shuangcheng WangCuiping LengPiqiang ZhangPublished in: ISCSCT (2) (2008)
Keyphrases
- credit scoring
- markov networks
- logistic regression
- conditional probabilities
- graphical models
- naive bayes
- maximum likelihood
- first order logic
- decision trees
- bayesian networks
- belief propagation
- support vector
- support vector machine svm
- credit card
- probabilistic model
- class labels
- posterior probability
- bayesian inference
- information entropy
- training data
- data mining technology
- markov random field
- feature set
- conditional random fields
- hidden variables
- data mining
- random variables
- probability distribution
- training set
- feature selection
- inductive logic programming
- prior knowledge