An experimental study of one- and two-level classifier fusion for different sample sizes.
Chun-Xia ZhangRobert P. W. DuinPublished in: Pattern Recognit. Lett. (2011)
Keyphrases
- sample size
- classifier fusion
- comparative analysis
- random sampling
- model selection
- upper bound
- majority voting
- multiple classifier systems
- fusion methods
- svm classifier
- generalization error
- worst case
- pattern recognition
- individual classifiers
- cross validation
- voting scheme
- classifier ensemble
- neural network
- training set
- decision trees
- data mining