Asymptotic performance of regularized quadratic discriminant analysis based classifiers.
Khalil ElkhalilAbla KammounRomain CouilletTareq Y. Al-NaffouriMohamed-Slim AlouiniPublished in: MLSP (2017)
Keyphrases
- quadratic discriminant analysis
- support vector machine
- cross validated
- bayesian estimation
- discriminant analysis
- class conditional
- cross validation
- misclassification costs
- support vector
- svm classifier
- feature vectors
- fold cross validation
- multi class
- support vector machine svm
- cost sensitive
- log likelihood
- linear discriminant analysis
- probability density function
- feature extraction
- maximum entropy
- class specific
- bayesian classifier
- training data
- learning algorithm
- posterior distribution
- model selection
- knn
- training set
- bayesian classifiers
- face recognition
- decision trees