Improving Classification Performance in the Bumptree Network by Optimising Topology with a Genetic Algorithm.
Bryn V. WilliamsRichard T. J. BostockDavid BoundsAlan J. HargetPublished in: International Conference on Evolutionary Computation (1994)
Keyphrases
- genetic algorithm
- classification accuracy
- decision trees
- preprocessing
- classification algorithm
- supervised learning
- feature extraction
- automatic classification
- network model
- pattern recognition
- peer to peer
- pattern classification
- machine learning algorithms
- decision rules
- classification method
- classification rules
- network structure
- computer networks
- machine learning
- network architecture
- classification process
- feature selection
- text classification
- support vector
- feature space
- complex networks
- neural network
- classification systems
- classification scheme
- training data
- training set
- network traffic
- support vector machine svm
- feature vectors
- evolutionary algorithm
- simulated annealing
- genetic algorithm ga
- unsupervised learning
- class labels
- benchmark datasets