Joint sampling distribution between actual and estimated classification errors for linear discriminant analysis.
Amin ZollanvariUlisses M. Braga-NetoEdward R. DoughertyPublished in: IEEE Trans. Inf. Theory (2010)
Keyphrases
- linear discriminant analysis
- classification error
- estimation error
- discriminant analysis
- face recognition
- principal component analysis
- dimensionality reduction
- feature extraction
- feature space
- support vector machine svm
- null space
- high dimensional data
- training samples
- training set
- support vector
- class labels
- decision rules
- parameter space
- data analysis
- sample size
- generalization error
- hyperparameters
- base classifiers
- low dimensional
- data sets
- supervised learning
- multi class
- objective function
- training data
- learning algorithm
- machine learning