Predicting corporate financial distress based on integration of support vector machine and logistic regression.
Zhongsheng HuaYu WangXiaoyan XuBin ZhangLiang LiangPublished in: Expert Syst. Appl. (2007)
Keyphrases
- logistic regression
- support vector machine
- support vector
- linear support vector machines
- financial distress
- wavelet support vector machine
- early warning
- credit scoring
- decision trees
- multi class
- logistic regression models
- naive bayes
- feature selection
- k nearest neighbor
- support vector machine svm
- puts forward
- chi square test
- odds ratio
- training data
- logistic model
- machine learning
- svm classifier
- generalization ability
- cost sensitive
- loss function
- knn
- feature vectors
- pairwise
- feature space
- data mining