The efficiency of logistic regression compared to normal discriminant analysis under class-conditional classification noise.
Yingtao BiDaniel R. JeskePublished in: J. Multivar. Anal. (2010)
Keyphrases
- logistic regression
- discriminant analysis
- class conditional
- classification noise
- decision trees
- naive bayes
- naive bayes classifier
- maximum entropy
- linear discriminant analysis
- support vector
- class probabilities
- nearest neighbor
- probability density function
- face recognition
- feature extraction
- random forests
- class specific
- principal component analysis
- density function
- decision boundary
- semi supervised
- feature selection
- data sets
- probability estimates
- loss function
- machine learning