An investigation of the effects of correlation and autocorrelation on classifier fusion and optimal classifier ensembles.
Nathan J. LeapPaul P. ClemansKenneth W. Bauer Jr.Mark E. OxleyPublished in: Int. J. Gen. Syst. (2008)
Keyphrases
- classifier ensemble
- classifier fusion
- majority voting
- ensemble methods
- individual classifiers
- multiple classifier systems
- higher order
- feature subset
- classification algorithm
- base classifiers
- comparative analysis
- named entity recognition
- classifier combination
- weight vector
- fusion methods
- neural network
- multi sensor
- natural language processing
- pattern recognition
- learning algorithm