Computation reduction of the maximum likelihood classifier using the Winograd identity.
Chin-Hsing ChenTe-Ming TuPublished in: Pattern Recognit. (1996)
Keyphrases
- maximum likelihood
- feature space
- decision trees
- classification scheme
- likelihood function
- feature set
- efficient computation
- maximum a posteriori
- em algorithm
- expectation maximization
- support vector machine
- training data
- feature selection
- reduction method
- training set
- classification process
- support vector
- classifier ensemble
- training examples
- multiple classifiers
- generative model
- classifier combination
- learning phase
- space reduction
- linear classifiers
- gaussian distribution
- svm classifier
- genetic algorithm
- multi class
- classification accuracy
- image segmentation
- learning algorithm