Network Protocol Verification by a Classifier Selection Ensemble.
Francesco GargiuloLudmila I. KunchevaCarlo SansonePublished in: MCS (2009)
Keyphrases
- ensemble learning
- classifier ensemble
- multiple classifiers
- training data
- training set
- ensemble classifier
- final classification
- learning algorithm
- selection criterion
- feature selection
- decision tree classifiers
- model checking
- decision trees
- individual classifiers
- multiple classifier systems
- selection scheme
- combining classifiers
- ensemble methods
- weak learners
- accurate classifiers
- majority voting
- ensemble selection
- selection strategy
- neural network
- bias variance decomposition
- support vector machine
- weak classifiers
- svm classifier
- data sets
- feature set
- model selection
- decision forest
- classification algorithm
- random forests
- classification scheme
- classification process
- random forest
- selection algorithm
- class labels
- unlabeled data
- classification rate
- learning classifier systems
- feature space