Multistage classification by using logistic regression and neural networks for assessment of financial condition of company.
Bartosz SwiderskiJaroslaw KurekStanislaw OsowskiPublished in: Decis. Support Syst. (2012)
Keyphrases
- logistic regression
- multistage
- decision trees
- support vector
- neural network
- logistic regression models
- classification and regression trees
- pattern recognition
- fold cross validation
- naive bayes
- credit scoring
- linear support vector machines
- classification trees
- dynamic programming
- classification accuracy
- loss function
- single stage
- stochastic programming
- linear svm
- odds ratio
- class membership probabilities
- artificial neural network models
- lot sizing
- belief nets
- logistic model
- text classification
- predictor variables
- artificial neural networks
- machine learning
- feature extraction
- model selection
- support vector machine svm
- breast cancer
- feature vectors
- pairwise
- dimensionality reduction
- conditional likelihood
- sufficient conditions
- feature selection