Combining Rule-Based and Sample-Based Classifiers - Probabilistic Approach.
Marek KurzynskiPublished in: BVAI (2005)
Keyphrases
- small sample
- data driven
- training data
- multiple classifier systems
- bayesian networks
- data samples
- probabilistic model
- decision trees
- generative model
- combining classifiers
- support vector
- rule base
- expert systems
- training set
- rule based systems
- test sample
- test data
- uncertain data
- classifier combination
- sample size
- supervised classification
- classification rate
- class labels
- machine learning algorithms
- naive bayes
- feature set
- conditionally independent
- probabilistic logic
- ensemble learning
- svm classifier
- training examples
- training samples