Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification.
Yuan-chin Ivan ChangSung-Chiang LinPublished in: IDEAL (2004)
Keyphrases
- logistic regression
- support vector
- support vector machine
- linear support vector machines
- decision trees
- linear svm
- fold cross validation
- classification trees
- logistic regression models
- svm classifier
- multi class classification
- support vector machine svm
- credit scoring
- multiclass classification
- random forests
- multi class
- loss function
- classification accuracy
- class labels
- naive bayes
- decision boundary
- generalization ability
- breast cancer
- class membership probabilities
- machine learning
- training set
- odds ratio
- classification and regression trees
- text classification
- feature vectors
- cross validation
- belief nets
- feature selection
- kernel function
- image classification
- feature space
- support vectors
- class membership
- learning algorithm
- conditional likelihood
- information extraction
- text mining
- training samples
- radial basis function
- text categorization
- data mining