Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming.
Vinícius Veloso de MeloWolfgang BanzhafPublished in: GECCO (Companion) (2016)
Keyphrases
- logistic regression
- credit scoring
- decision trees
- linear svm
- support vector
- predictive power
- logistic regression models
- classification accuracy
- naive bayes
- feature vectors
- fold cross validation
- linear support vector machines
- feature extraction
- feature set
- feature space
- classification and regression trees
- classification models
- loss function
- svm classifier
- breast cancer
- naive bayes classifier
- class labels
- classification trees
- bayesian classifier
- random forests
- chi square
- feature ranking
- class membership probabilities
- image classification
- support vector machine
- text classification
- multilabel classification
- eeg signals
- support vector machine svm
- training set
- logistic model
- belief nets
- cost sensitive
- feature subset
- natural language processing
- training data
- learning algorithm
- information retrieval