A Semi-supervised Approach for Reject Inference in Credit Scoring Using SVMs.
Sebastián MaldonadoGonzalo ParedesPublished in: ICDM (2010)
Keyphrases
- credit scoring
- support vector machine svm
- semi supervised
- logistic regression
- support vector
- semi supervised learning
- support vector machine
- feature extraction
- pairwise
- multi class
- labeled data
- active learning
- data mining technology
- unlabeled data
- information entropy
- knn
- feature selection
- bayesian networks
- unsupervised learning
- credit card
- supervised learning
- feature space
- decision trees
- loss function
- feature vectors
- pattern recognition
- machine learning
- kernel function
- k nearest neighbor
- similarity measure
- data sets
- classification accuracy
- training set
- training data