On the Combination of Locally Optimal Pairwise Classifiers.
Gero SzepannekBernd BischlClaus WeihsPublished in: MLDM (2007)
Keyphrases
- locally optimal
- pairwise
- globally optimal
- classifier combination
- pairwise classification
- multiple classifier systems
- training set
- classification decisions
- combining classifiers
- training data
- optimal solution
- linear classifiers
- feature selection
- combining multiple
- test set
- naive bayes
- loss function
- decision trees
- multi class
- data sets
- machine learning methods
- classification rate
- supervised classification
- dynamic programming
- training examples
- multiple classifiers
- semi supervised
- classification systems
- image processing
- individual classifiers
- classifier ensemble
- ensemble classifier
- higher order
- graph cuts
- training samples
- spectral clustering
- class labels
- machine learning algorithms