Multiclass classifiers based on dimension reduction with generalized LDA.
Hyunsoo KimBarry L. DrakeHaesun ParkPublished in: Pattern Recognit. (2007)
Keyphrases
- dimension reduction
- multi class
- feature selection
- multiclass classification
- linear discriminant analysis
- binary classifiers
- error correcting output codes
- feature extraction
- support vector
- multiclass problems
- support vector machine
- dimensionality reduction
- principal component analysis
- binary classification problems
- feature space
- binary classification
- high dimensional
- discriminant analysis
- high dimensional data
- unsupervised learning
- multi class classification
- multi class problems
- variable selection
- generalized discriminant analysis
- naive bayes
- svm classifier
- discriminative information
- high dimensionality
- cost sensitive
- base classifiers
- text classification
- low dimensional
- feature set
- singular value decomposition
- pairwise
- training data
- machine learning
- face recognition
- decision trees
- training set
- pattern recognition
- data mining
- support vector machine svm
- probabilistic model
- cluster analysis
- machine learning algorithms
- nearest neighbor
- data analysis