Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification.
Christoforos AnagnostopoulosDimitris K. TasoulisNiall M. AdamsNicos G. PavlidisDavid J. HandPublished in: Stat. Anal. Data Min. (2012)
Keyphrases
- quadratic discriminant analysis
- cross validated
- bayesian estimation
- incremental learning
- support vector machine
- machine learning
- classification algorithm
- support vector machine svm
- probabilistic model
- classification accuracy
- text classification
- image classification
- feature set
- supervised classification
- closed form
- training samples
- supervised learning
- training set
- support vector
- feature extraction
- decision trees
- feature selection
- feature vectors
- cross validation
- feature space
- discriminant analysis
- similarity measure
- face recognition